team_aggregates |
defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda> at 0x7b3e48ae4c20>, {'ATH': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e422df6a0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 126.13671127633974, 'pred_hits_against_sum': 113.77239700444034, 'hits_pred_net_sum': 12.364314271899408, 'actual_hits_sum': 171.0, 'actual_hits_against_sum': 172.0, 'actual_hits_net_sum': -1.0, 'pred_runs_sum': 65.62328907762344, 'pred_runs_against_sum': 72.64087089381206, 'runs_pred_net_sum': -7.017581816188622, 'actual_runs_sum': 89.0, 'actual_runs_against_sum': 94.0, 'actual_runs_net_sum': -5.0, 'roi_ml_results_sum': -625.23, 'roi_spread_results_sum': -634.1, 'roi_total_over_results_sum': -1400.0, 'roi_total_under_results_sum': -856.83, 'pred_hits_avg': 6.64, 'pred_hits_against_avg': 5.99, 'hits_pred_net_avg': 0.65, 'actual_hits_avg': 9.0, 'actual_hits_against_avg': 9.05, 'actual_hits_net_avg': -0.05, 'pred_runs_avg': 3.45, 'pred_runs_against_avg': 3.82, 'runs_pred_net_avg': -0.37, 'actual_runs_avg': 4.68, 'actual_runs_against_avg': 4.95, 'actual_runs_net_avg': -0.26, 'roi_ml_results_roi': -32.91, 'roi_spread_results_roi': -48.78, 'roi_total_over_results_roi': -87.5, 'roi_total_under_results_roi': -53.55}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 108.54444247702763, 'pred_hits_against_sum': 121.98201691239609, 'hits_pred_net_sum': -13.437574435368475, 'actual_hits_sum': 171.0, 'actual_hits_against_sum': 172.0, 'actual_hits_net_sum': -1.0, 'pred_runs_sum': 67.98573375798605, 'pred_runs_against_sum': 88.41937738474111, 'runs_pred_net_sum': -20.43364362675506, 'actual_runs_sum': 89.0, 'actual_runs_against_sum': 94.0, 'actual_runs_net_sum': -5.0, 'roi_ml_results_sum': -625.23, 'roi_spread_results_sum': -165.47, 'roi_total_over_results_sum': -1006.72, 'roi_total_under_results_sum': -856.83, 'pred_hits_avg': 5.71, 'pred_hits_against_avg': 6.42, 'hits_pred_net_avg': -0.71, 'actual_hits_avg': 9.0, 'actual_hits_against_avg': 9.05, 'actual_hits_net_avg': -0.05, 'pred_runs_avg': 3.58, 'pred_runs_against_avg': 4.65, 'runs_pred_net_avg': -1.08, 'actual_runs_avg': 4.68, 'actual_runs_against_avg': 4.95, 'actual_runs_net_avg': -0.26, 'roi_ml_results_roi': -32.91, 'roi_spread_results_roi': -12.73, 'roi_total_over_results_roi': -62.92, 'roi_total_under_results_roi': -53.55}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 153.33417781908494, 'pred_hits_against_sum': 136.67004227712434, 'hits_pred_net_sum': 16.664135541960622, 'actual_hits_sum': 171.0, 'actual_hits_against_sum': 172.0, 'actual_hits_net_sum': -1.0, 'pred_runs_sum': 78.20582226940586, 'pred_runs_against_sum': 70.66267758299492, 'runs_pred_net_sum': 7.543144686410938, 'actual_runs_sum': 89.0, 'actual_runs_against_sum': 94.0, 'actual_runs_net_sum': -5.0, 'roi_ml_results_sum': -3.23, 'roi_spread_results_sum': 155.27, 'roi_total_over_results_sum': -819.76, 'roi_total_under_results_sum': -465.92, 'pred_hits_avg': 8.07, 'pred_hits_against_avg': 7.19, 'hits_pred_net_avg': 0.88, 'actual_hits_avg': 9.0, 'actual_hits_against_avg': 9.05, 'actual_hits_net_avg': -0.05, 'pred_runs_avg': 4.12, 'pred_runs_against_avg': 3.72, 'runs_pred_net_avg': 0.4, 'actual_runs_avg': 4.68, 'actual_runs_against_avg': 4.95, 'actual_runs_net_avg': -0.26, 'roi_ml_results_roi': -0.2, 'roi_spread_results_roi': 11.94, 'roi_total_over_results_roi': -51.23, 'roi_total_under_results_roi': -29.12}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 148.81223709211326, 'pred_hits_against_sum': 134.12585946904835, 'hits_pred_net_sum': 14.686377623064928, 'actual_hits_sum': 171.0, 'actual_hits_against_sum': 172.0, 'actual_hits_net_sum': -1.0, 'pred_runs_sum': 75.97442969254116, 'pred_runs_against_sum': 70.07295303022858, 'runs_pred_net_sum': 5.901476662312573, 'actual_runs_sum': 89.0, 'actual_runs_against_sum': 94.0, 'actual_runs_net_sum': -5.0, 'roi_ml_results_sum': -229.23, 'roi_spread_results_sum': 155.27, 'roi_total_over_results_sum': -819.76, 'roi_total_under_results_sum': -465.92, 'pred_hits_avg': 7.83, 'pred_hits_against_avg': 7.06, 'hits_pred_net_avg': 0.77, 'actual_hits_avg': 9.0, 'actual_hits_against_avg': 9.05, 'actual_hits_net_avg': -0.05, 'pred_runs_avg': 4.0, 'pred_runs_against_avg': 3.69, 'runs_pred_net_avg': 0.31, 'actual_runs_avg': 4.68, 'actual_runs_against_avg': 4.95, 'actual_runs_net_avg': -0.26, 'roi_ml_results_roi': -14.33, 'roi_spread_results_roi': 11.94, 'roi_total_over_results_roi': -51.23, 'roi_total_under_results_roi': -29.12})}), 'CLE': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e422dfc40>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 154.329178114627, 'pred_hits_against_sum': 137.909764899703, 'hits_pred_net_sum': 16.41941321492405, 'actual_hits_sum': 135.0, 'actual_hits_against_sum': 147.0, 'actual_hits_net_sum': -12.0, 'pred_runs_sum': 94.73818866032488, 'pred_runs_against_sum': 84.17891109578416, 'runs_pred_net_sum': 10.559277564540722, 'actual_runs_sum': 71.0, 'actual_runs_against_sum': 82.0, 'actual_runs_net_sum': -11.0, 'roi_ml_results_sum': -651.55, 'roi_spread_results_sum': -819.96, 'roi_total_over_results_sum': -672.04, 'roi_total_under_results_sum': -1800.0, 'pred_hits_avg': 8.57, 'pred_hits_against_avg': 7.66, 'hits_pred_net_avg': 0.91, 'actual_hits_avg': 7.5, 'actual_hits_against_avg': 8.17, 'actual_hits_net_avg': -0.67, 'pred_runs_avg': 5.26, 'pred_runs_against_avg': 4.68, 'runs_pred_net_avg': 0.59, 'actual_runs_avg': 3.94, 'actual_runs_against_avg': 4.56, 'actual_runs_net_avg': -0.61, 'roi_ml_results_roi': -36.2, 'roi_spread_results_roi': -48.23, 'roi_total_over_results_roi': -37.34, 'roi_total_under_results_roi': -100.0}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 202.59152795089324, 'pred_hits_against_sum': 153.6988959183232, 'hits_pred_net_sum': 48.89263203257009, 'actual_hits_sum': 135.0, 'actual_hits_against_sum': 147.0, 'actual_hits_net_sum': -12.0, 'pred_runs_sum': 142.64338062608184, 'pred_runs_against_sum': 119.41819505314086, 'runs_pred_net_sum': 23.225185572940983, 'actual_runs_sum': 71.0, 'actual_runs_against_sum': 82.0, 'actual_runs_net_sum': -11.0, 'roi_ml_results_sum': 96.68, 'roi_spread_results_sum': -296.0, 'roi_total_over_results_sum': -488.71, 'roi_total_under_results_sum': -1800.0, 'pred_hits_avg': 11.26, 'pred_hits_against_avg': 8.54, 'hits_pred_net_avg': 2.72, 'actual_hits_avg': 7.5, 'actual_hits_against_avg': 8.17, 'actual_hits_net_avg': -0.67, 'pred_runs_avg': 7.92, 'pred_runs_against_avg': 6.63, 'runs_pred_net_avg': 1.29, 'actual_runs_avg': 3.94, 'actual_runs_against_avg': 4.56, 'actual_runs_net_avg': -0.61, 'roi_ml_results_roi': 5.37, 'roi_spread_results_roi': -17.41, 'roi_total_over_results_roi': -27.15, 'roi_total_under_results_roi': -100.0}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 131.977031370762, 'pred_hits_against_sum': 133.57409747115634, 'hits_pred_net_sum': -1.597066100394274, 'actual_hits_sum': 135.0, 'actual_hits_against_sum': 147.0, 'actual_hits_net_sum': -12.0, 'pred_runs_sum': 71.92138927034438, 'pred_runs_against_sum': 71.87540506878742, 'runs_pred_net_sum': 0.04598420155695582, 'actual_runs_sum': 71.0, 'actual_runs_against_sum': 82.0, 'actual_runs_net_sum': -11.0, 'roi_ml_results_sum': -180.51, 'roi_spread_results_sum': -1289.02, 'roi_total_over_results_sum': -870.91, 'roi_total_under_results_sum': -681.64, 'pred_hits_avg': 7.33, 'pred_hits_against_avg': 7.42, 'hits_pred_net_avg': -0.09, 'actual_hits_avg': 7.5, 'actual_hits_against_avg': 8.17, 'actual_hits_net_avg': -0.67, 'pred_runs_avg': 4.0, 'pred_runs_against_avg': 3.99, 'runs_pred_net_avg': 0.0, 'actual_runs_avg': 3.94, 'actual_runs_against_avg': 4.56, 'actual_runs_net_avg': -0.61, 'roi_ml_results_roi': -10.03, 'roi_spread_results_roi': -80.56, 'roi_total_over_results_roi': -48.38, 'roi_total_under_results_roi': -37.87}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 134.46060323119147, 'pred_hits_against_sum': 134.05583829655038, 'hits_pred_net_sum': 0.40476493464109975, 'actual_hits_sum': 135.0, 'actual_hits_against_sum': 147.0, 'actual_hits_net_sum': -12.0, 'pred_runs_sum': 74.45658920256444, 'pred_runs_against_sum': 72.14801684956483, 'runs_pred_net_sum': 2.308572352999597, 'actual_runs_sum': 71.0, 'actual_runs_against_sum': 82.0, 'actual_runs_net_sum': -11.0, 'roi_ml_results_sum': -56.51, 'roi_spread_results_sum': -1389.02, 'roi_total_over_results_sum': -859.0, 'roi_total_under_results_sum': -868.6, 'pred_hits_avg': 7.47, 'pred_hits_against_avg': 7.45, 'hits_pred_net_avg': 0.02, 'actual_hits_avg': 7.5, 'actual_hits_against_avg': 8.17, 'actual_hits_net_avg': -0.67, 'pred_runs_avg': 4.14, 'pred_runs_against_avg': 4.01, 'runs_pred_net_avg': 0.13, 'actual_runs_avg': 3.94, 'actual_runs_against_avg': 4.56, 'actual_runs_net_avg': -0.61, 'roi_ml_results_roi': -3.14, 'roi_spread_results_roi': -81.71, 'roi_total_over_results_roi': -47.72, 'roi_total_under_results_roi': -48.26})}), 'PIT': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e42231940>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 111.86004179858669, 'pred_hits_against_sum': 157.50457157221865, 'hits_pred_net_sum': -45.64452977363194, 'actual_hits_sum': 135.0, 'actual_hits_against_sum': 159.0, 'actual_hits_net_sum': -24.0, 'pred_runs_sum': 69.69923038777527, 'pred_runs_against_sum': 98.08262946204123, 'runs_pred_net_sum': -28.38339907426595, 'actual_runs_sum': 70.0, 'actual_runs_against_sum': 90.0, 'actual_runs_net_sum': -20.0, 'roi_ml_results_sum': -916.67, 'roi_spread_results_sum': -1217.01, 'roi_total_over_results_sum': -1044.92, 'roi_total_under_results_sum': -475.0, 'pred_hits_avg': 5.59, 'pred_hits_against_avg': 7.88, 'hits_pred_net_avg': -2.28, 'actual_hits_avg': 6.75, 'actual_hits_against_avg': 7.95, 'actual_hits_net_avg': -1.2, 'pred_runs_avg': 3.48, 'pred_runs_against_avg': 4.9, 'runs_pred_net_avg': -1.42, 'actual_runs_avg': 3.5, 'actual_runs_against_avg': 4.5, 'actual_runs_net_avg': -1.0, 'roi_ml_results_roi': -45.83, 'roi_spread_results_roi': -67.61, 'roi_total_over_results_roi': -52.25, 'roi_total_under_results_roi': -23.75}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 105.68033214205815, 'pred_hits_against_sum': 172.2058612955671, 'hits_pred_net_sum': -66.52552915350896, 'actual_hits_sum': 135.0, 'actual_hits_against_sum': 159.0, 'actual_hits_net_sum': -24.0, 'pred_runs_sum': 82.25183980106577, 'pred_runs_against_sum': 112.00902210534561, 'runs_pred_net_sum': -29.757182304279837, 'actual_runs_sum': 70.0, 'actual_runs_against_sum': 90.0, 'actual_runs_net_sum': -20.0, 'roi_ml_results_sum': 10.26, 'roi_spread_results_sum': -1407.92, 'roi_total_over_results_sum': -854.01, 'roi_total_under_results_sum': -667.05, 'pred_hits_avg': 5.28, 'pred_hits_against_avg': 8.61, 'hits_pred_net_avg': -3.33, 'actual_hits_avg': 6.75, 'actual_hits_against_avg': 7.95, 'actual_hits_net_avg': -1.2, 'pred_runs_avg': 4.11, 'pred_runs_against_avg': 5.6, 'runs_pred_net_avg': -1.49, 'actual_runs_avg': 3.5, 'actual_runs_against_avg': 4.5, 'actual_runs_net_avg': -1.0, 'roi_ml_results_roi': 0.51, 'roi_spread_results_roi': -78.22, 'roi_total_over_results_roi': -42.7, 'roi_total_under_results_roi': -33.35}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 128.89358187821807, 'pred_hits_against_sum': 171.09333476980538, 'hits_pred_net_sum': -42.19975289158726, 'actual_hits_sum': 135.0, 'actual_hits_against_sum': 159.0, 'actual_hits_net_sum': -24.0, 'pred_runs_sum': 66.56766473980096, 'pred_runs_against_sum': 105.88452291172877, 'runs_pred_net_sum': -39.31685817192784, 'actual_runs_sum': 70.0, 'actual_runs_against_sum': 90.0, 'actual_runs_net_sum': -20.0, 'roi_ml_results_sum': -900.0, 'roi_spread_results_sum': -1357.01, 'roi_total_over_results_sum': -870.68, 'roi_total_under_results_sum': -284.09, 'pred_hits_avg': 6.44, 'pred_hits_against_avg': 8.55, 'hits_pred_net_avg': -2.11, 'actual_hits_avg': 6.75, 'actual_hits_against_avg': 7.95, 'actual_hits_net_avg': -1.2, 'pred_runs_avg': 3.33, 'pred_runs_against_avg': 5.29, 'runs_pred_net_avg': -1.97, 'actual_runs_avg': 3.5, 'actual_runs_against_avg': 4.5, 'actual_runs_net_avg': -1.0, 'roi_ml_results_roi': -45.0, 'roi_spread_results_roi': -79.82, 'roi_total_over_results_roi': -43.53, 'roi_total_under_results_roi': -14.2}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 127.00096631381462, 'pred_hits_against_sum': 169.58347219229574, 'hits_pred_net_sum': -42.582505878481115, 'actual_hits_sum': 135.0, 'actual_hits_against_sum': 159.0, 'actual_hits_net_sum': -24.0, 'pred_runs_sum': 66.91561647846476, 'pred_runs_against_sum': 105.01764586176351, 'runs_pred_net_sum': -38.102029383298735, 'actual_runs_sum': 70.0, 'actual_runs_against_sum': 90.0, 'actual_runs_net_sum': -20.0, 'roi_ml_results_sum': -900.0, 'roi_spread_results_sum': -1217.01, 'roi_total_over_results_sum': -870.68, 'roi_total_under_results_sum': -475.0, 'pred_hits_avg': 6.35, 'pred_hits_against_avg': 8.48, 'hits_pred_net_avg': -2.13, 'actual_hits_avg': 6.75, 'actual_hits_against_avg': 7.95, 'actual_hits_net_avg': -1.2, 'pred_runs_avg': 3.35, 'pred_runs_against_avg': 5.25, 'runs_pred_net_avg': -1.91, 'actual_runs_avg': 3.5, 'actual_runs_against_avg': 4.5, 'actual_runs_net_avg': -1.0, 'roi_ml_results_roi': -45.0, 'roi_spread_results_roi': -67.61, 'roi_total_over_results_roi': -43.53, 'roi_total_under_results_roi': -23.75})}), 'CHW': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3f0d32ab60>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 130.96791352782063, 'pred_hits_against_sum': 141.1730987966282, 'hits_pred_net_sum': -10.205185268807565, 'actual_hits_sum': 109.0, 'actual_hits_against_sum': 145.0, 'actual_hits_net_sum': -36.0, 'pred_runs_sum': 98.95398308262085, 'pred_runs_against_sum': 64.93557259733731, 'runs_pred_net_sum': 34.01841048528355, 'actual_runs_sum': 49.0, 'actual_runs_against_sum': 85.0, 'actual_runs_net_sum': -36.0, 'roi_ml_results_sum': -1166.0, 'roi_spread_results_sum': -171.37, 'roi_total_over_results_sum': -724.56, 'roi_total_under_results_sum': -1118.03, 'pred_hits_avg': 7.28, 'pred_hits_against_avg': 7.84, 'hits_pred_net_avg': -0.57, 'actual_hits_avg': 6.06, 'actual_hits_against_avg': 8.06, 'actual_hits_net_avg': -2.0, 'pred_runs_avg': 5.5, 'pred_runs_against_avg': 3.61, 'runs_pred_net_avg': 1.89, 'actual_runs_avg': 2.72, 'actual_runs_against_avg': 4.72, 'actual_runs_net_avg': -2.0, 'roi_ml_results_roi': -72.88, 'roi_spread_results_roi': -14.28, 'roi_total_over_results_roi': -55.74, 'roi_total_under_results_roi': -86.0}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 168.91464754285957, 'pred_hits_against_sum': 138.95999000999, 'hits_pred_net_sum': 29.954657532869554, 'actual_hits_sum': 109.0, 'actual_hits_against_sum': 145.0, 'actual_hits_net_sum': -36.0, 'pred_runs_sum': 160.73418123414248, 'pred_runs_against_sum': 64.76847539715186, 'runs_pred_net_sum': 95.96570583699064, 'actual_runs_sum': 49.0, 'actual_runs_against_sum': 85.0, 'actual_runs_net_sum': -36.0, 'roi_ml_results_sum': -840.0, 'roi_spread_results_sum': -346.0, 'roi_total_over_results_sum': -338.41, 'roi_total_under_results_sum': -1300.0, 'pred_hits_avg': 9.38, 'pred_hits_against_avg': 7.72, 'hits_pred_net_avg': 1.66, 'actual_hits_avg': 6.06, 'actual_hits_against_avg': 8.06, 'actual_hits_net_avg': -2.0, 'pred_runs_avg': 8.93, 'pred_runs_against_avg': 3.6, 'runs_pred_net_avg': 5.33, 'actual_runs_avg': 2.72, 'actual_runs_against_avg': 4.72, 'actual_runs_net_avg': -2.0, 'roi_ml_results_roi': -49.41, 'roi_spread_results_roi': -28.83, 'roi_total_over_results_roi': -26.03, 'roi_total_under_results_roi': -100.0}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 115.79460996090253, 'pred_hits_against_sum': 132.39927164338928, 'hits_pred_net_sum': -16.604661682486757, 'actual_hits_sum': 109.0, 'actual_hits_against_sum': 145.0, 'actual_hits_net_sum': -36.0, 'pred_runs_sum': 63.42270629697101, 'pred_runs_against_sum': 61.46291021070432, 'runs_pred_net_sum': 1.959796086266676, 'actual_runs_sum': 49.0, 'actual_runs_against_sum': 85.0, 'actual_runs_net_sum': -36.0, 'roi_ml_results_sum': -466.0, 'roi_spread_results_sum': -337.16, 'roi_total_over_results_sum': -913.85, 'roi_total_under_results_sum': -177.54, 'pred_hits_avg': 6.43, 'pred_hits_against_avg': 7.36, 'hits_pred_net_avg': -0.92, 'actual_hits_avg': 6.06, 'actual_hits_against_avg': 8.06, 'actual_hits_net_avg': -2.0, 'pred_runs_avg': 3.52, 'pred_runs_against_avg': 3.41, 'runs_pred_net_avg': 0.11, 'actual_runs_avg': 2.72, 'actual_runs_against_avg': 4.72, 'actual_runs_net_avg': -2.0, 'roi_ml_results_roi': -33.29, 'roi_spread_results_roi': -28.1, 'roi_total_over_results_roi': -70.3, 'roi_total_under_results_roi': -13.66}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 117.480532579449, 'pred_hits_against_sum': 133.3741413270825, 'hits_pred_net_sum': -15.893608747633518, 'actual_hits_sum': 109.0, 'actual_hits_against_sum': 145.0, 'actual_hits_net_sum': -36.0, 'pred_runs_sum': 67.37062593982098, 'pred_runs_against_sum': 61.84876158699688, 'runs_pred_net_sum': 5.521864352824103, 'actual_runs_sum': 49.0, 'actual_runs_against_sum': 85.0, 'actual_runs_net_sum': -36.0, 'roi_ml_results_sum': -466.0, 'roi_spread_results_sum': -171.37, 'roi_total_over_results_sum': -913.85, 'roi_total_under_results_sum': -177.54, 'pred_hits_avg': 6.53, 'pred_hits_against_avg': 7.41, 'hits_pred_net_avg': -0.88, 'actual_hits_avg': 6.06, 'actual_hits_against_avg': 8.06, 'actual_hits_net_avg': -2.0, 'pred_runs_avg': 3.74, 'pred_runs_against_avg': 3.44, 'runs_pred_net_avg': 0.31, 'actual_runs_avg': 2.72, 'actual_runs_against_avg': 4.72, 'actual_runs_net_avg': -2.0, 'roi_ml_results_roi': -33.29, 'roi_spread_results_roi': -14.28, 'roi_total_over_results_roi': -70.3, 'roi_total_under_results_roi': -13.66})}), 'BAL': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48a33740>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 206.99489196733774, 'pred_hits_against_sum': 142.81802145223196, 'hits_pred_net_sum': 64.1768705151058, 'actual_hits_sum': 128.0, 'actual_hits_against_sum': 173.0, 'actual_hits_net_sum': -45.0, 'pred_runs_sum': 154.5412075884212, 'pred_runs_against_sum': 79.82327326955811, 'runs_pred_net_sum': 74.71793431886309, 'actual_runs_sum': 75.0, 'actual_runs_against_sum': 87.0, 'actual_runs_net_sum': -12.0, 'roi_ml_results_sum': -461.51, 'roi_total_over_results_sum': 316.56, 'roi_total_under_results_sum': -1800.0, 'roi_spread_results_sum': -536.19, 'pred_hits_avg': 11.5, 'pred_hits_against_avg': 7.93, 'hits_pred_net_avg': 3.57, 'actual_hits_avg': 7.11, 'actual_hits_against_avg': 9.61, 'actual_hits_net_avg': -2.5, 'pred_runs_avg': 8.59, 'pred_runs_against_avg': 4.43, 'runs_pred_net_avg': 4.15, 'actual_runs_avg': 4.17, 'actual_runs_against_avg': 4.83, 'actual_runs_net_avg': -0.67, 'roi_ml_results_roi': -25.64, 'roi_total_over_results_roi': 17.59, 'roi_total_under_results_roi': -100.0, 'roi_spread_results_roi': -35.75}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 275.55429640019423, 'pred_hits_against_sum': 153.19727055710027, 'hits_pred_net_sum': 122.35702584309391, 'actual_hits_sum': 128.0, 'actual_hits_against_sum': 173.0, 'actual_hits_net_sum': -45.0, 'pred_runs_sum': 252.54227847745642, 'pred_runs_against_sum': 91.73802022281127, 'runs_pred_net_sum': 160.80425825464516, 'actual_runs_sum': 75.0, 'actual_runs_against_sum': 87.0, 'actual_runs_net_sum': -12.0, 'roi_ml_results_sum': -445.51, 'roi_total_over_results_sum': 316.56, 'roi_total_under_results_sum': -1800.0, 'roi_spread_results_sum': -536.19, 'pred_hits_avg': 15.31, 'pred_hits_against_avg': 8.51, 'hits_pred_net_avg': 6.8, 'actual_hits_avg': 7.11, 'actual_hits_against_avg': 9.61, 'actual_hits_net_avg': -2.5, 'pred_runs_avg': 14.03, 'pred_runs_against_avg': 5.1, 'runs_pred_net_avg': 8.93, 'actual_runs_avg': 4.17, 'actual_runs_against_avg': 4.83, 'actual_runs_net_avg': -0.67, 'roi_ml_results_roi': -24.75, 'roi_total_over_results_roi': 17.59, 'roi_total_under_results_roi': -100.0, 'roi_spread_results_roi': -35.75}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 154.38030193920284, 'pred_hits_against_sum': 135.62366879766262, 'hits_pred_net_sum': 18.756633141540263, 'actual_hits_sum': 128.0, 'actual_hits_against_sum': 173.0, 'actual_hits_net_sum': -45.0, 'pred_runs_sum': 92.47740716026321, 'pred_runs_against_sum': 73.32853943012611, 'runs_pred_net_sum': 19.14886773013708, 'actual_runs_sum': 75.0, 'actual_runs_against_sum': 87.0, 'actual_runs_net_sum': -12.0, 'roi_ml_results_sum': -461.51, 'roi_total_over_results_sum': -631.55, 'roi_total_under_results_sum': -1595.0, 'roi_spread_results_sum': -536.19, 'pred_hits_avg': 8.58, 'pred_hits_against_avg': 7.53, 'hits_pred_net_avg': 1.04, 'actual_hits_avg': 7.11, 'actual_hits_against_avg': 9.61, 'actual_hits_net_avg': -2.5, 'pred_runs_avg': 5.14, 'pred_runs_against_avg': 4.07, 'runs_pred_net_avg': 1.06, 'actual_runs_avg': 4.17, 'actual_runs_against_avg': 4.83, 'actual_runs_net_avg': -0.67, 'roi_ml_results_roi': -25.64, 'roi_total_over_results_roi': -35.09, 'roi_total_under_results_roi': -88.61, 'roi_spread_results_roi': -35.75}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 160.22636749788452, 'pred_hits_against_sum': 134.75637464817032, 'hits_pred_net_sum': 25.469992849714217, 'actual_hits_sum': 128.0, 'actual_hits_against_sum': 173.0, 'actual_hits_net_sum': -45.0, 'pred_runs_sum': 99.3733849856141, 'pred_runs_against_sum': 73.05017652339635, 'runs_pred_net_sum': 26.32320846221775, 'actual_runs_sum': 75.0, 'actual_runs_against_sum': 87.0, 'actual_runs_net_sum': -12.0, 'roi_ml_results_sum': -461.51, 'roi_total_over_results_sum': -73.92, 'roi_total_under_results_sum': -1800.0, 'roi_spread_results_sum': -536.19, 'pred_hits_avg': 8.9, 'pred_hits_against_avg': 7.49, 'hits_pred_net_avg': 1.41, 'actual_hits_avg': 7.11, 'actual_hits_against_avg': 9.61, 'actual_hits_net_avg': -2.5, 'pred_runs_avg': 5.52, 'pred_runs_against_avg': 4.06, 'runs_pred_net_avg': 1.46, 'actual_runs_avg': 4.17, 'actual_runs_against_avg': 4.83, 'actual_runs_net_avg': -0.67, 'roi_ml_results_roi': -25.64, 'roi_total_over_results_roi': -4.11, 'roi_total_under_results_roi': -100.0, 'roi_spread_results_roi': -35.75})}), 'BOS': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48a32d40>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 119.99790256183445, 'pred_hits_against_sum': 145.62625642331523, 'hits_pred_net_sum': -25.628353861480782, 'actual_hits_sum': 147.0, 'actual_hits_against_sum': 153.0, 'actual_hits_net_sum': -6.0, 'pred_runs_sum': 74.13157441114096, 'pred_runs_against_sum': 83.07365869424693, 'runs_pred_net_sum': -8.942084283105967, 'actual_runs_sum': 68.0, 'actual_runs_against_sum': 87.0, 'actual_runs_net_sum': -19.0, 'roi_ml_results_sum': -826.47, 'roi_spread_results_sum': -406.06, 'roi_total_over_results_sum': -731.88, 'roi_total_under_results_sum': -322.12, 'pred_hits_avg': 6.67, 'pred_hits_against_avg': 8.09, 'hits_pred_net_avg': -1.42, 'actual_hits_avg': 8.17, 'actual_hits_against_avg': 8.5, 'actual_hits_net_avg': -0.33, 'pred_runs_avg': 4.12, 'pred_runs_against_avg': 4.62, 'runs_pred_net_avg': -0.5, 'actual_runs_avg': 3.78, 'actual_runs_against_avg': 4.83, 'actual_runs_net_avg': -1.06, 'roi_ml_results_roi': -55.1, 'roi_spread_results_roi': -33.84, 'roi_total_over_results_roi': -56.3, 'roi_total_under_results_roi': -24.78}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 92.03036848342572, 'pred_hits_against_sum': 165.3459048304636, 'hits_pred_net_sum': -73.31553634703792, 'actual_hits_sum': 147.0, 'actual_hits_against_sum': 153.0, 'actual_hits_net_sum': -6.0, 'pred_runs_sum': 87.94000745126905, 'pred_runs_against_sum': 122.33909791189195, 'runs_pred_net_sum': -34.39909046062289, 'actual_runs_sum': 68.0, 'actual_runs_against_sum': 87.0, 'actual_runs_net_sum': -19.0, 'roi_ml_results_sum': -770.29, 'roi_spread_results_sum': -862.06, 'roi_total_over_results_sum': -740.16, 'roi_total_under_results_sum': -718.03, 'pred_hits_avg': 5.11, 'pred_hits_against_avg': 9.19, 'hits_pred_net_avg': -4.07, 'actual_hits_avg': 8.17, 'actual_hits_against_avg': 8.5, 'actual_hits_net_avg': -0.33, 'pred_runs_avg': 4.89, 'pred_runs_against_avg': 6.8, 'runs_pred_net_avg': -1.91, 'actual_runs_avg': 3.78, 'actual_runs_against_avg': 4.83, 'actual_runs_net_avg': -1.06, 'roi_ml_results_roi': -48.14, 'roi_spread_results_roi': -71.84, 'roi_total_over_results_roi': -56.94, 'roi_total_under_results_roi': -55.23}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 139.73631774572178, 'pred_hits_against_sum': 149.01727398418572, 'hits_pred_net_sum': -9.280956238463979, 'actual_hits_sum': 147.0, 'actual_hits_against_sum': 153.0, 'actual_hits_net_sum': -6.0, 'pred_runs_sum': 66.37922818925139, 'pred_runs_against_sum': 74.57883758398464, 'runs_pred_net_sum': -8.199609394733233, 'actual_runs_sum': 68.0, 'actual_runs_against_sum': 87.0, 'actual_runs_net_sum': -19.0, 'roi_ml_results_sum': -1060.49, 'roi_spread_results_sum': -626.06, 'roi_total_over_results_sum': -931.07, 'roi_total_under_results_sum': -120.12, 'pred_hits_avg': 7.76, 'pred_hits_against_avg': 8.28, 'hits_pred_net_avg': -0.52, 'actual_hits_avg': 8.17, 'actual_hits_against_avg': 8.5, 'actual_hits_net_avg': -0.33, 'pred_runs_avg': 3.69, 'pred_runs_against_avg': 4.14, 'runs_pred_net_avg': -0.46, 'actual_runs_avg': 3.78, 'actual_runs_against_avg': 4.83, 'actual_runs_net_avg': -1.06, 'roi_ml_results_roi': -66.28, 'roi_spread_results_roi': -52.17, 'roi_total_over_results_roi': -71.62, 'roi_total_under_results_roi': -9.24}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 137.5431605030676, 'pred_hits_against_sum': 148.6404942552001, 'hits_pred_net_sum': -11.09733375213251, 'actual_hits_sum': 147.0, 'actual_hits_against_sum': 153.0, 'actual_hits_net_sum': -6.0, 'pred_runs_sum': 66.68107618215979, 'pred_runs_against_sum': 75.52270659623603, 'runs_pred_net_sum': -8.841630414076233, 'actual_runs_sum': 68.0, 'actual_runs_against_sum': 87.0, 'actual_runs_net_sum': -19.0, 'roi_ml_results_sum': -1060.49, 'roi_spread_results_sum': -862.06, 'roi_total_over_results_sum': -740.16, 'roi_total_under_results_sum': -120.12, 'pred_hits_avg': 7.64, 'pred_hits_against_avg': 8.26, 'hits_pred_net_avg': -0.62, 'actual_hits_avg': 8.17, 'actual_hits_against_avg': 8.5, 'actual_hits_net_avg': -0.33, 'pred_runs_avg': 3.7, 'pred_runs_against_avg': 4.2, 'runs_pred_net_avg': -0.49, 'actual_runs_avg': 3.78, 'actual_runs_against_avg': 4.83, 'actual_runs_net_avg': -1.06, 'roi_ml_results_roi': -66.28, 'roi_spread_results_roi': -71.84, 'roi_total_over_results_roi': -56.94, 'roi_total_under_results_roi': -9.24})}), 'CIN': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48a30720>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 147.8583164513505, 'pred_hits_against_sum': 138.79753906224494, 'hits_pred_net_sum': 9.060777389105567, 'actual_hits_sum': 133.0, 'actual_hits_against_sum': 120.0, 'actual_hits_net_sum': 13.0, 'pred_runs_sum': 83.51482470058322, 'pred_runs_against_sum': 81.27318041435689, 'runs_pred_net_sum': 2.2416442862263333, 'actual_runs_sum': 84.0, 'actual_runs_against_sum': 68.0, 'actual_runs_net_sum': 16.0, 'roi_ml_results_sum': -801.6, 'roi_total_over_results_sum': -1337.83, 'roi_total_under_results_sum': -1329.08, 'roi_spread_results_sum': -572.3, 'pred_hits_avg': 7.78, 'pred_hits_against_avg': 7.31, 'hits_pred_net_avg': 0.48, 'actual_hits_avg': 7.0, 'actual_hits_against_avg': 6.32, 'actual_hits_net_avg': 0.68, 'pred_runs_avg': 4.4, 'pred_runs_against_avg': 4.28, 'runs_pred_net_avg': 0.12, 'actual_runs_avg': 4.42, 'actual_runs_against_avg': 3.58, 'actual_runs_net_avg': 0.84, 'roi_ml_results_roi': -42.19, 'roi_total_over_results_roi': -70.41, 'roi_total_under_results_roi': -69.95, 'roi_spread_results_roi': -35.77}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 164.35226464711758, 'pred_hits_against_sum': 113.19742634816167, 'hits_pred_net_sum': 51.154838298955916, 'actual_hits_sum': 133.0, 'actual_hits_against_sum': 120.0, 'actual_hits_net_sum': 13.0, 'pred_runs_sum': 104.81192700488366, 'pred_runs_against_sum': 73.89952669879138, 'runs_pred_net_sum': 30.91240030609228, 'actual_runs_sum': 84.0, 'actual_runs_against_sum': 68.0, 'actual_runs_net_sum': 16.0, 'roi_ml_results_sum': -4.66, 'roi_total_over_results_sum': -942.59, 'roi_total_under_results_sum': -542.12, 'roi_spread_results_sum': 155.7, 'pred_hits_avg': 8.65, 'pred_hits_against_avg': 5.96, 'hits_pred_net_avg': 2.69, 'actual_hits_avg': 7.0, 'actual_hits_against_avg': 6.32, 'actual_hits_net_avg': 0.68, 'pred_runs_avg': 5.52, 'pred_runs_against_avg': 3.89, 'runs_pred_net_avg': 1.63, 'actual_runs_avg': 4.42, 'actual_runs_against_avg': 3.58, 'actual_runs_net_avg': 0.84, 'roi_ml_results_roi': -0.25, 'roi_total_over_results_roi': -49.61, 'roi_total_under_results_roi': -28.53, 'roi_spread_results_roi': 9.73}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 131.01457911283762, 'pred_hits_against_sum': 134.2738722878429, 'hits_pred_net_sum': -3.259293175005248, 'actual_hits_sum': 133.0, 'actual_hits_against_sum': 120.0, 'actual_hits_net_sum': 13.0, 'pred_runs_sum': 75.55370617514579, 'pred_runs_against_sum': 74.91203396276926, 'runs_pred_net_sum': 0.6416722123765446, 'actual_runs_sum': 84.0, 'actual_runs_against_sum': 68.0, 'actual_runs_net_sum': 16.0, 'roi_ml_results_sum': -436.66, 'roi_total_over_results_sum': -1135.98, 'roi_total_under_results_sum': -729.08, 'roi_spread_results_sum': -960.3, 'pred_hits_avg': 6.9, 'pred_hits_against_avg': 7.07, 'hits_pred_net_avg': -0.17, 'actual_hits_avg': 7.0, 'actual_hits_against_avg': 6.32, 'actual_hits_net_avg': 0.68, 'pred_runs_avg': 3.98, 'pred_runs_against_avg': 3.94, 'runs_pred_net_avg': 0.03, 'actual_runs_avg': 4.42, 'actual_runs_against_avg': 3.58, 'actual_runs_net_avg': 0.84, 'roi_ml_results_roi': -22.98, 'roi_total_over_results_roi': -59.79, 'roi_total_under_results_roi': -38.37, 'roi_spread_results_roi': -60.02}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 132.8861054837835, 'pred_hits_against_sum': 134.7765019294431, 'hits_pred_net_sum': -1.890396445659599, 'actual_hits_sum': 133.0, 'actual_hits_against_sum': 120.0, 'actual_hits_net_sum': 13.0, 'pred_runs_sum': 75.60494156686107, 'pred_runs_against_sum': 75.61882801294566, 'runs_pred_net_sum': -0.013886446084588666, 'actual_runs_sum': 84.0, 'actual_runs_against_sum': 68.0, 'actual_runs_net_sum': 16.0, 'roi_ml_results_sum': -436.66, 'roi_total_over_results_sum': -1513.85, 'roi_total_under_results_sum': -929.08, 'roi_spread_results_sum': -960.3, 'pred_hits_avg': 6.99, 'pred_hits_against_avg': 7.09, 'hits_pred_net_avg': -0.1, 'actual_hits_avg': 7.0, 'actual_hits_against_avg': 6.32, 'actual_hits_net_avg': 0.68, 'pred_runs_avg': 3.98, 'pred_runs_against_avg': 3.98, 'runs_pred_net_avg': -0.0, 'actual_runs_avg': 4.42, 'actual_runs_against_avg': 3.58, 'actual_runs_net_avg': 0.84, 'roi_ml_results_roi': -22.98, 'roi_total_over_results_roi': -79.68, 'roi_total_under_results_roi': -48.9, 'roi_spread_results_roi': -60.02})}), 'MIL': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48a302c0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 152.28969879449755, 'pred_hits_against_sum': 164.98234744271898, 'hits_pred_net_sum': -12.69264864822141, 'actual_hits_sum': 150.0, 'actual_hits_against_sum': 148.0, 'actual_hits_net_sum': 2.0, 'pred_runs_sum': 73.1077656949174, 'pred_runs_against_sum': 94.1715633523683, 'runs_pred_net_sum': -21.063797657450912, 'actual_runs_sum': 95.0, 'actual_runs_against_sum': 93.0, 'actual_runs_net_sum': 2.0, 'roi_ml_results_sum': -862.25, 'roi_spread_results_sum': -217.01, 'roi_total_over_results_sum': -715.47, 'roi_total_under_results_sum': -1337.15, 'pred_hits_avg': 8.02, 'pred_hits_against_avg': 8.68, 'hits_pred_net_avg': -0.67, 'actual_hits_avg': 7.89, 'actual_hits_against_avg': 7.79, 'actual_hits_net_avg': 0.11, 'pred_runs_avg': 3.85, 'pred_runs_against_avg': 4.96, 'runs_pred_net_avg': -1.11, 'actual_runs_avg': 5.0, 'actual_runs_against_avg': 4.89, 'actual_runs_net_avg': 0.11, 'roi_ml_results_roi': -45.38, 'roi_spread_results_roi': -12.77, 'roi_total_over_results_roi': -37.66, 'roi_total_under_results_roi': -70.38}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 165.64743632270722, 'pred_hits_against_sum': 167.98288768764778, 'hits_pred_net_sum': -2.335451364940563, 'actual_hits_sum': 150.0, 'actual_hits_against_sum': 148.0, 'actual_hits_net_sum': 2.0, 'pred_runs_sum': 75.87624474338877, 'pred_runs_against_sum': 98.9556469330463, 'runs_pred_net_sum': -23.079402189657536, 'actual_runs_sum': 95.0, 'actual_runs_against_sum': 93.0, 'actual_runs_net_sum': 2.0, 'roi_ml_results_sum': -977.51, 'roi_spread_results_sum': -769.35, 'roi_total_over_results_sum': -915.47, 'roi_total_under_results_sum': -1142.14, 'pred_hits_avg': 8.72, 'pred_hits_against_avg': 8.84, 'hits_pred_net_avg': -0.12, 'actual_hits_avg': 7.89, 'actual_hits_against_avg': 7.79, 'actual_hits_net_avg': 0.11, 'pred_runs_avg': 3.99, 'pred_runs_against_avg': 5.21, 'runs_pred_net_avg': -1.21, 'actual_runs_avg': 5.0, 'actual_runs_against_avg': 4.89, 'actual_runs_net_avg': 0.11, 'roi_ml_results_roi': -51.45, 'roi_spread_results_roi': -45.26, 'roi_total_over_results_roi': -48.18, 'roi_total_under_results_roi': -60.11}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 152.2224246986244, 'pred_hits_against_sum': 151.83052028380976, 'hits_pred_net_sum': 0.3919044148146291, 'actual_hits_sum': 150.0, 'actual_hits_against_sum': 148.0, 'actual_hits_net_sum': 2.0, 'pred_runs_sum': 86.75194142372935, 'pred_runs_against_sum': 87.89179585464416, 'runs_pred_net_sum': -1.1398544309148049, 'actual_runs_sum': 95.0, 'actual_runs_against_sum': 93.0, 'actual_runs_net_sum': 2.0, 'roi_ml_results_sum': -821.3, 'roi_spread_results_sum': -323.46, 'roi_total_over_results_sum': -1104.76, 'roi_total_under_results_sum': -1124.11, 'pred_hits_avg': 8.01, 'pred_hits_against_avg': 7.99, 'hits_pred_net_avg': 0.02, 'actual_hits_avg': 7.89, 'actual_hits_against_avg': 7.79, 'actual_hits_net_avg': 0.11, 'pred_runs_avg': 4.57, 'pred_runs_against_avg': 4.63, 'runs_pred_net_avg': -0.06, 'actual_runs_avg': 5.0, 'actual_runs_against_avg': 4.89, 'actual_runs_net_avg': 0.11, 'roi_ml_results_roi': -43.23, 'roi_spread_results_roi': -19.03, 'roi_total_over_results_roi': -58.15, 'roi_total_under_results_roi': -59.16}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 152.22989959816584, 'pred_hits_against_sum': 151.79183441257743, 'hits_pred_net_sum': 0.43806518558840946, 'actual_hits_sum': 150.0, 'actual_hits_against_sum': 148.0, 'actual_hits_net_sum': 2.0, 'pred_runs_sum': 84.06925523163913, 'pred_runs_against_sum': 85.51547372476165, 'runs_pred_net_sum': -1.446218493122517, 'actual_runs_sum': 95.0, 'actual_runs_against_sum': 93.0, 'actual_runs_net_sum': 2.0, 'roi_ml_results_sum': -795.93, 'roi_spread_results_sum': -81.46, 'roi_total_over_results_sum': -1300.0, 'roi_total_under_results_sum': -1324.11, 'pred_hits_avg': 8.01, 'pred_hits_against_avg': 7.99, 'hits_pred_net_avg': 0.02, 'actual_hits_avg': 7.89, 'actual_hits_against_avg': 7.79, 'actual_hits_net_avg': 0.11, 'pred_runs_avg': 4.42, 'pred_runs_against_avg': 4.5, 'runs_pred_net_avg': -0.08, 'actual_runs_avg': 5.0, 'actual_runs_against_avg': 4.89, 'actual_runs_net_avg': 0.11, 'roi_ml_results_roi': -41.89, 'roi_spread_results_roi': -4.79, 'roi_total_over_results_roi': -68.42, 'roi_total_under_results_roi': -69.69})}), 'CHC': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48a32840>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 129.4522401575033, 'pred_hits_against_sum': 155.76247466843444, 'hits_pred_net_sum': -26.310234510931117, 'actual_hits_sum': 191.0, 'actual_hits_against_sum': 177.0, 'actual_hits_net_sum': 14.0, 'pred_runs_sum': 78.79154584665419, 'pred_runs_against_sum': 98.09466946022674, 'runs_pred_net_sum': -19.303123613572538, 'actual_runs_sum': 126.0, 'actual_runs_against_sum': 89.0, 'actual_runs_net_sum': 37.0, 'roi_ml_results_sum': -868.79, 'roi_spread_results_sum': -648.0, 'roi_total_over_results_sum': -536.21, 'roi_total_under_results_sum': -913.85, 'pred_hits_avg': 6.47, 'pred_hits_against_avg': 7.79, 'hits_pred_net_avg': -1.32, 'actual_hits_avg': 9.55, 'actual_hits_against_avg': 8.85, 'actual_hits_net_avg': 0.7, 'pred_runs_avg': 3.94, 'pred_runs_against_avg': 4.9, 'runs_pred_net_avg': -0.97, 'actual_runs_avg': 6.3, 'actual_runs_against_avg': 4.45, 'actual_runs_net_avg': 1.85, 'roi_ml_results_roi': -48.27, 'roi_spread_results_roi': -72.0, 'roi_total_over_results_roi': -41.25, 'roi_total_under_results_roi': -70.3}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 99.72132823317033, 'pred_hits_against_sum': 162.75587886056152, 'hits_pred_net_sum': -63.03455062739117, 'actual_hits_sum': 191.0, 'actual_hits_against_sum': 177.0, 'actual_hits_net_sum': 14.0, 'pred_runs_sum': 71.61539373938754, 'pred_runs_against_sum': 92.26518743124778, 'runs_pred_net_sum': -20.649793691860225, 'actual_runs_sum': 126.0, 'actual_runs_against_sum': 89.0, 'actual_runs_net_sum': 37.0, 'roi_ml_results_sum': -743.99, 'roi_spread_results_sum': -259.22, 'roi_total_over_results_sum': -145.73, 'roi_total_under_results_sum': -1104.76, 'pred_hits_avg': 4.99, 'pred_hits_against_avg': 8.14, 'hits_pred_net_avg': -3.15, 'actual_hits_avg': 9.55, 'actual_hits_against_avg': 8.85, 'actual_hits_net_avg': 0.7, 'pred_runs_avg': 3.58, 'pred_runs_against_avg': 4.61, 'runs_pred_net_avg': -1.03, 'actual_runs_avg': 6.3, 'actual_runs_against_avg': 4.45, 'actual_runs_net_avg': 1.85, 'roi_ml_results_roi': -43.76, 'roi_spread_results_roi': -28.8, 'roi_total_over_results_roi': -11.21, 'roi_total_under_results_roi': -84.98}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 168.9426054939213, 'pred_hits_against_sum': 162.99032345793182, 'hits_pred_net_sum': 5.952282035989462, 'actual_hits_sum': 191.0, 'actual_hits_against_sum': 177.0, 'actual_hits_net_sum': 14.0, 'pred_runs_sum': 115.01282152659861, 'pred_runs_against_sum': 90.42052127868692, 'runs_pred_net_sum': 24.592300247911705, 'actual_runs_sum': 126.0, 'actual_runs_against_sum': 89.0, 'actual_runs_net_sum': 37.0, 'roi_ml_results_sum': -23.31, 'roi_spread_results_sum': -7.22, 'roi_total_over_results_sum': 423.2, 'roi_total_under_results_sum': -1300.0, 'pred_hits_avg': 8.45, 'pred_hits_against_avg': 8.15, 'hits_pred_net_avg': 0.3, 'actual_hits_avg': 9.55, 'actual_hits_against_avg': 8.85, 'actual_hits_net_avg': 0.7, 'pred_runs_avg': 5.75, 'pred_runs_against_avg': 4.52, 'runs_pred_net_avg': 1.23, 'actual_runs_avg': 6.3, 'actual_runs_against_avg': 4.45, 'actual_runs_net_avg': 1.85, 'roi_ml_results_roi': -1.55, 'roi_spread_results_roi': -0.8, 'roi_total_over_results_roi': 32.55, 'roi_total_under_results_roi': -100.0}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 163.72145378987483, 'pred_hits_against_sum': 162.18722914798767, 'hits_pred_net_sum': 1.534224641887195, 'actual_hits_sum': 191.0, 'actual_hits_against_sum': 177.0, 'actual_hits_net_sum': 14.0, 'pred_runs_sum': 109.84537819708099, 'pred_runs_against_sum': 91.27320440996913, 'runs_pred_net_sum': 18.572173787111875, 'actual_runs_sum': 126.0, 'actual_runs_against_sum': 89.0, 'actual_runs_net_sum': 37.0, 'roi_ml_results_sum': -23.31, 'roi_spread_results_sum': -7.22, 'roi_total_over_results_sum': 423.2, 'roi_total_under_results_sum': -1300.0, 'pred_hits_avg': 8.19, 'pred_hits_against_avg': 8.11, 'hits_pred_net_avg': 0.08, 'actual_hits_avg': 9.55, 'actual_hits_against_avg': 8.85, 'actual_hits_net_avg': 0.7, 'pred_runs_avg': 5.49, 'pred_runs_against_avg': 4.56, 'runs_pred_net_avg': 0.93, 'actual_runs_avg': 6.3, 'actual_runs_against_avg': 4.45, 'actual_runs_net_avg': 1.85, 'roi_ml_results_roi': -1.55, 'roi_spread_results_roi': -0.8, 'roi_total_over_results_roi': 32.55, 'roi_total_under_results_roi': -100.0})}), 'ARI': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48a328e0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 206.57157407436043, 'pred_hits_against_sum': 168.22928639987464, 'hits_pred_net_sum': 38.34228767448581, 'actual_hits_sum': 172.0, 'actual_hits_against_sum': 162.0, 'actual_hits_net_sum': 10.0, 'pred_runs_sum': 131.7470126708517, 'pred_runs_against_sum': 98.92026307026308, 'runs_pred_net_sum': 32.82674960058861, 'actual_runs_sum': 115.0, 'actual_runs_against_sum': 95.0, 'actual_runs_net_sum': 20.0, 'roi_ml_results_sum': -246.38, 'roi_spread_results_sum': -95.04, 'roi_total_over_results_sum': -376.84, 'roi_total_under_results_sum': -1900.0, 'pred_hits_avg': 10.33, 'pred_hits_against_avg': 8.41, 'hits_pred_net_avg': 1.92, 'actual_hits_avg': 8.6, 'actual_hits_against_avg': 8.1, 'actual_hits_net_avg': 0.5, 'pred_runs_avg': 6.59, 'pred_runs_against_avg': 4.95, 'runs_pred_net_avg': 1.64, 'actual_runs_avg': 5.75, 'actual_runs_against_avg': 4.75, 'actual_runs_net_avg': 1.0, 'roi_ml_results_roi': -12.97, 'roi_spread_results_roi': -6.34, 'roi_total_over_results_roi': -19.83, 'roi_total_under_results_roi': -100.0}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 226.56455043924083, 'pred_hits_against_sum': 163.52142692189136, 'hits_pred_net_sum': 63.04312351734948, 'actual_hits_sum': 172.0, 'actual_hits_against_sum': 162.0, 'actual_hits_net_sum': 10.0, 'pred_runs_sum': 134.71586622871456, 'pred_runs_against_sum': 119.87362713395999, 'runs_pred_net_sum': 14.84223909475456, 'actual_runs_sum': 115.0, 'actual_runs_against_sum': 95.0, 'actual_runs_net_sum': 20.0, 'roi_ml_results_sum': -628.26, 'roi_spread_results_sum': -286.86, 'roi_total_over_results_sum': -390.11, 'roi_total_under_results_sum': -1900.0, 'pred_hits_avg': 11.33, 'pred_hits_against_avg': 8.18, 'hits_pred_net_avg': 3.15, 'actual_hits_avg': 8.6, 'actual_hits_against_avg': 8.1, 'actual_hits_net_avg': 0.5, 'pred_runs_avg': 6.74, 'pred_runs_against_avg': 5.99, 'runs_pred_net_avg': 0.74, 'actual_runs_avg': 5.75, 'actual_runs_against_avg': 4.75, 'actual_runs_net_avg': 1.0, 'roi_ml_results_roi': -31.41, 'roi_spread_results_roi': -19.12, 'roi_total_over_results_roi': -20.53, 'roi_total_under_results_roi': -100.0}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 180.7178935185901, 'pred_hits_against_sum': 162.16964652994065, 'hits_pred_net_sum': 18.548246988649467, 'actual_hits_sum': 172.0, 'actual_hits_against_sum': 162.0, 'actual_hits_net_sum': 10.0, 'pred_runs_sum': 116.78675316771292, 'pred_runs_against_sum': 104.55534587961058, 'runs_pred_net_sum': 12.231407288102336, 'actual_runs_sum': 115.0, 'actual_runs_against_sum': 95.0, 'actual_runs_net_sum': 20.0, 'roi_ml_results_sum': -318.31, 'roi_spread_results_sum': -712.67, 'roi_total_over_results_sum': -194.87, 'roi_total_under_results_sum': -1900.0, 'pred_hits_avg': 9.04, 'pred_hits_against_avg': 8.11, 'hits_pred_net_avg': 0.93, 'actual_hits_avg': 8.6, 'actual_hits_against_avg': 8.1, 'actual_hits_net_avg': 0.5, 'pred_runs_avg': 5.84, 'pred_runs_against_avg': 5.23, 'runs_pred_net_avg': 0.61, 'actual_runs_avg': 5.75, 'actual_runs_against_avg': 4.75, 'actual_runs_net_avg': 1.0, 'roi_ml_results_roi': -16.75, 'roi_spread_results_roi': -47.51, 'roi_total_over_results_roi': -10.26, 'roi_total_under_results_roi': -100.0}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 183.59052469145348, 'pred_hits_against_sum': 161.00960651548883, 'hits_pred_net_sum': 22.580918175964612, 'actual_hits_sum': 172.0, 'actual_hits_against_sum': 162.0, 'actual_hits_net_sum': 10.0, 'pred_runs_sum': 118.44900422361724, 'pred_runs_against_sum': 102.59589223412755, 'runs_pred_net_sum': 15.853111989489697, 'actual_runs_sum': 115.0, 'actual_runs_against_sum': 95.0, 'actual_runs_net_sum': 20.0, 'roi_ml_results_sum': -78.72, 'roi_spread_results_sum': -712.67, 'roi_total_over_results_sum': -194.87, 'roi_total_under_results_sum': -1900.0, 'pred_hits_avg': 9.18, 'pred_hits_against_avg': 8.05, 'hits_pred_net_avg': 1.13, 'actual_hits_avg': 8.6, 'actual_hits_against_avg': 8.1, 'actual_hits_net_avg': 0.5, 'pred_runs_avg': 5.92, 'pred_runs_against_avg': 5.13, 'runs_pred_net_avg': 0.79, 'actual_runs_avg': 5.75, 'actual_runs_against_avg': 4.75, 'actual_runs_net_avg': 1.0, 'roi_ml_results_roi': -4.14, 'roi_spread_results_roi': -47.51, 'roi_total_over_results_roi': -10.26, 'roi_total_under_results_roi': -100.0})}), 'TOR': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48a32700>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 155.16628612185886, 'pred_hits_against_sum': 150.69228607649663, 'hits_pred_net_sum': 4.474000045362271, 'actual_hits_sum': 165.0, 'actual_hits_against_sum': 122.0, 'actual_hits_net_sum': 43.0, 'pred_runs_sum': 84.84357701122408, 'pred_runs_against_sum': 96.07192497904572, 'runs_pred_net_sum': -11.228347967821644, 'actual_runs_sum': 77.0, 'actual_runs_against_sum': 61.0, 'actual_runs_net_sum': 16.0, 'roi_ml_results_sum': -230.82, 'roi_spread_results_sum': 194.6, 'roi_total_over_results_sum': -1129.1, 'roi_total_under_results_sum': -353.78, 'pred_hits_avg': 8.17, 'pred_hits_against_avg': 7.93, 'hits_pred_net_avg': 0.24, 'actual_hits_avg': 8.68, 'actual_hits_against_avg': 6.42, 'actual_hits_net_avg': 2.26, 'pred_runs_avg': 4.47, 'pred_runs_against_avg': 5.06, 'runs_pred_net_avg': -0.59, 'actual_runs_avg': 4.05, 'actual_runs_against_avg': 3.21, 'actual_runs_net_avg': 0.84, 'roi_ml_results_roi': -12.15, 'roi_spread_results_roi': 10.81, 'roi_total_over_results_roi': -59.43, 'roi_total_under_results_roi': -18.62}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 133.9421262303229, 'pred_hits_against_sum': 178.9182265232188, 'hits_pred_net_sum': -44.9761002928959, 'actual_hits_sum': 165.0, 'actual_hits_against_sum': 122.0, 'actual_hits_net_sum': 43.0, 'pred_runs_sum': 85.14804827525418, 'pred_runs_against_sum': 144.1578269640576, 'runs_pred_net_sum': -59.009778688803394, 'actual_runs_sum': 77.0, 'actual_runs_against_sum': 61.0, 'actual_runs_net_sum': 16.0, 'roi_ml_results_sum': -126.54, 'roi_spread_results_sum': -433.48, 'roi_total_over_results_sum': -1129.1, 'roi_total_under_results_sum': -165.46, 'pred_hits_avg': 7.05, 'pred_hits_against_avg': 9.42, 'hits_pred_net_avg': -2.37, 'actual_hits_avg': 8.68, 'actual_hits_against_avg': 6.42, 'actual_hits_net_avg': 2.26, 'pred_runs_avg': 4.48, 'pred_runs_against_avg': 7.59, 'runs_pred_net_avg': -3.11, 'actual_runs_avg': 4.05, 'actual_runs_against_avg': 3.21, 'actual_runs_net_avg': 0.84, 'roi_ml_results_roi': -6.66, 'roi_spread_results_roi': -24.08, 'roi_total_over_results_roi': -59.43, 'roi_total_under_results_roi': -8.71}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 165.31657153046473, 'pred_hits_against_sum': 152.93991459606787, 'hits_pred_net_sum': 12.37665693439687, 'actual_hits_sum': 165.0, 'actual_hits_against_sum': 122.0, 'actual_hits_net_sum': 43.0, 'pred_runs_sum': 78.36089425280602, 'pred_runs_against_sum': 91.94655317592624, 'runs_pred_net_sum': -13.585658923120224, 'actual_runs_sum': 77.0, 'actual_runs_against_sum': 61.0, 'actual_runs_net_sum': 16.0, 'roi_ml_results_sum': -634.14, 'roi_spread_results_sum': 12.5, 'roi_total_over_results_sum': -1509.09, 'roi_total_under_results_sum': -1126.07, 'pred_hits_avg': 8.7, 'pred_hits_against_avg': 8.05, 'hits_pred_net_avg': 0.65, 'actual_hits_avg': 8.68, 'actual_hits_against_avg': 6.42, 'actual_hits_net_avg': 2.26, 'pred_runs_avg': 4.12, 'pred_runs_against_avg': 4.84, 'runs_pred_net_avg': -0.72, 'actual_runs_avg': 4.05, 'actual_runs_against_avg': 3.21, 'actual_runs_net_avg': 0.84, 'roi_ml_results_roi': -33.38, 'roi_spread_results_roi': 0.69, 'roi_total_over_results_roi': -79.43, 'roi_total_under_results_roi': -59.27}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 162.52209537395296, 'pred_hits_against_sum': 152.69017809389325, 'hits_pred_net_sum': 9.831917280059688, 'actual_hits_sum': 165.0, 'actual_hits_against_sum': 122.0, 'actual_hits_net_sum': 43.0, 'pred_runs_sum': 78.0811923370747, 'pred_runs_against_sum': 91.84540401119348, 'runs_pred_net_sum': -13.764211674118794, 'actual_runs_sum': 77.0, 'actual_runs_against_sum': 61.0, 'actual_runs_net_sum': 16.0, 'roi_ml_results_sum': -676.0, 'roi_spread_results_sum': -213.5, 'roi_total_over_results_sum': -1129.1, 'roi_total_under_results_sum': -537.11, 'pred_hits_avg': 8.55, 'pred_hits_against_avg': 8.04, 'hits_pred_net_avg': 0.52, 'actual_hits_avg': 8.68, 'actual_hits_against_avg': 6.42, 'actual_hits_net_avg': 2.26, 'pred_runs_avg': 4.11, 'pred_runs_against_avg': 4.83, 'runs_pred_net_avg': -0.72, 'actual_runs_avg': 4.05, 'actual_runs_against_avg': 3.21, 'actual_runs_net_avg': 0.84, 'roi_ml_results_roi': -35.58, 'roi_spread_results_roi': -11.86, 'roi_total_over_results_roi': -59.43, 'roi_total_under_results_roi': -28.27})}), 'PHI': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48a31940>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 195.73882842303897, 'pred_hits_against_sum': 135.8625710890417, 'hits_pred_net_sum': 59.87625733399727, 'actual_hits_sum': 150.0, 'actual_hits_against_sum': 162.0, 'actual_hits_net_sum': -12.0, 'pred_runs_sum': 136.93855652431503, 'pred_runs_against_sum': 76.32765045412106, 'runs_pred_net_sum': 60.61090607019399, 'actual_runs_sum': 80.0, 'actual_runs_against_sum': 81.0, 'actual_runs_net_sum': -1.0, 'roi_ml_results_sum': -55.15, 'roi_spread_results_sum': -294.01, 'roi_total_over_results_sum': -378.35, 'roi_total_under_results_sum': -1329.71, 'pred_hits_avg': 10.3, 'pred_hits_against_avg': 7.15, 'hits_pred_net_avg': 3.15, 'actual_hits_avg': 7.89, 'actual_hits_against_avg': 8.53, 'actual_hits_net_avg': -0.63, 'pred_runs_avg': 7.21, 'pred_runs_against_avg': 4.02, 'runs_pred_net_avg': 3.19, 'actual_runs_avg': 4.21, 'actual_runs_against_avg': 4.26, 'actual_runs_net_avg': -0.05, 'roi_ml_results_roi': -3.06, 'roi_spread_results_roi': -18.38, 'roi_total_over_results_roi': -22.26, 'roi_total_under_results_roi': -78.22}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 193.9123639518377, 'pred_hits_against_sum': 136.79655785391083, 'hits_pred_net_sum': 57.115806097926864, 'actual_hits_sum': 150.0, 'actual_hits_against_sum': 162.0, 'actual_hits_net_sum': -12.0, 'pred_runs_sum': 172.0306118288317, 'pred_runs_against_sum': 68.14596408493468, 'runs_pred_net_sum': 103.88464774389699, 'actual_runs_sum': 80.0, 'actual_runs_against_sum': 81.0, 'actual_runs_net_sum': -1.0, 'roi_ml_results_sum': -155.15, 'roi_spread_results_sum': 161.99, 'roi_total_over_results_sum': -196.38, 'roi_total_under_results_sum': -1700.0, 'pred_hits_avg': 10.21, 'pred_hits_against_avg': 7.2, 'hits_pred_net_avg': 3.01, 'actual_hits_avg': 7.89, 'actual_hits_against_avg': 8.53, 'actual_hits_net_avg': -0.63, 'pred_runs_avg': 9.05, 'pred_runs_against_avg': 3.59, 'runs_pred_net_avg': 5.47, 'actual_runs_avg': 4.21, 'actual_runs_against_avg': 4.26, 'actual_runs_net_avg': -0.05, 'roi_ml_results_roi': -8.62, 'roi_spread_results_roi': 10.12, 'roi_total_over_results_roi': -11.55, 'roi_total_under_results_roi': -100.0}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 170.4347071057597, 'pred_hits_against_sum': 145.08594771241832, 'hits_pred_net_sum': 25.348759393341435, 'actual_hits_sum': 150.0, 'actual_hits_against_sum': 162.0, 'actual_hits_net_sum': -12.0, 'pred_runs_sum': 95.80963913107875, 'pred_runs_against_sum': 81.55208704694, 'runs_pred_net_sum': 14.257552084138773, 'actual_runs_sum': 80.0, 'actual_runs_against_sum': 81.0, 'actual_runs_net_sum': -1.0, 'roi_ml_results_sum': -464.75, 'roi_spread_results_sum': -34.16, 'roi_total_over_results_sum': -196.38, 'roi_total_under_results_sum': -1147.74, 'pred_hits_avg': 8.97, 'pred_hits_against_avg': 7.64, 'hits_pred_net_avg': 1.33, 'actual_hits_avg': 7.89, 'actual_hits_against_avg': 8.53, 'actual_hits_net_avg': -0.63, 'pred_runs_avg': 5.04, 'pred_runs_against_avg': 4.29, 'runs_pred_net_avg': 0.75, 'actual_runs_avg': 4.21, 'actual_runs_against_avg': 4.26, 'actual_runs_net_avg': -0.05, 'roi_ml_results_roi': -25.82, 'roi_spread_results_roi': -2.13, 'roi_total_over_results_roi': -11.55, 'roi_total_under_results_roi': -67.51}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 173.24627614101297, 'pred_hits_against_sum': 142.894461420932, 'hits_pred_net_sum': 30.351814720080977, 'actual_hits_sum': 150.0, 'actual_hits_against_sum': 162.0, 'actual_hits_net_sum': -12.0, 'pred_runs_sum': 100.37951884143833, 'pred_runs_against_sum': 80.97159409218231, 'runs_pred_net_sum': 19.40792474925602, 'actual_runs_sum': 80.0, 'actual_runs_against_sum': 81.0, 'actual_runs_net_sum': -1.0, 'roi_ml_results_sum': -262.75, 'roi_spread_results_sum': -34.16, 'roi_total_over_results_sum': -196.38, 'roi_total_under_results_sum': -1147.74, 'pred_hits_avg': 9.12, 'pred_hits_against_avg': 7.52, 'hits_pred_net_avg': 1.6, 'actual_hits_avg': 7.89, 'actual_hits_against_avg': 8.53, 'actual_hits_net_avg': -0.63, 'pred_runs_avg': 5.28, 'pred_runs_against_avg': 4.26, 'runs_pred_net_avg': 1.02, 'actual_runs_avg': 4.21, 'actual_runs_against_avg': 4.26, 'actual_runs_net_avg': -0.05, 'roi_ml_results_roi': -14.6, 'roi_spread_results_roi': -2.13, 'roi_total_over_results_roi': -11.55, 'roi_total_under_results_roi': -67.51})}), 'SEA': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48a31260>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 88.81207198374382, 'pred_hits_against_sum': 112.2122844132132, 'hits_pred_net_sum': -23.4002124294694, 'actual_hits_sum': 136.0, 'actual_hits_against_sum': 168.0, 'actual_hits_net_sum': -32.0, 'pred_runs_sum': 44.511834141091114, 'pred_runs_against_sum': 56.745161615130655, 'runs_pred_net_sum': -12.233327474039543, 'actual_runs_sum': 78.0, 'actual_runs_against_sum': 84.0, 'actual_runs_net_sum': -6.0, 'roi_ml_results_sum': -673.96, 'roi_spread_results_sum': -913.86, 'roi_total_over_results_sum': -1900.0, 'roi_total_under_results_sum': -399.82, 'pred_hits_avg': 4.67, 'pred_hits_against_avg': 5.91, 'hits_pred_net_avg': -1.23, 'actual_hits_avg': 7.16, 'actual_hits_against_avg': 8.84, 'actual_hits_net_avg': -1.68, 'pred_runs_avg': 2.34, 'pred_runs_against_avg': 2.99, 'runs_pred_net_avg': -0.64, 'actual_runs_avg': 4.11, 'actual_runs_against_avg': 4.42, 'actual_runs_net_avg': -0.32, 'roi_ml_results_roi': -35.47, 'roi_spread_results_roi': -53.76, 'roi_total_over_results_roi': -100.0, 'roi_total_under_results_roi': -21.04}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 84.49163564763403, 'pred_hits_against_sum': 145.54182864349264, 'hits_pred_net_sum': -61.05019299585862, 'actual_hits_sum': 136.0, 'actual_hits_against_sum': 168.0, 'actual_hits_net_sum': -32.0, 'pred_runs_sum': 73.17136365956023, 'pred_runs_against_sum': 74.11273233989945, 'runs_pred_net_sum': -0.9413686803392327, 'actual_runs_sum': 78.0, 'actual_runs_against_sum': 84.0, 'actual_runs_net_sum': -6.0, 'roi_ml_results_sum': -655.32, 'roi_spread_results_sum': -1295.49, 'roi_total_over_results_sum': -1507.41, 'roi_total_under_results_sum': -963.61, 'pred_hits_avg': 4.45, 'pred_hits_against_avg': 7.66, 'hits_pred_net_avg': -3.21, 'actual_hits_avg': 7.16, 'actual_hits_against_avg': 8.84, 'actual_hits_net_avg': -1.68, 'pred_runs_avg': 3.85, 'pred_runs_against_avg': 3.9, 'runs_pred_net_avg': -0.05, 'actual_runs_avg': 4.11, 'actual_runs_against_avg': 4.42, 'actual_runs_net_avg': -0.32, 'roi_ml_results_roi': -34.49, 'roi_spread_results_roi': -76.21, 'roi_total_over_results_roi': -79.34, 'roi_total_under_results_roi': -50.72}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 116.77801799593594, 'pred_hits_against_sum': 138.8465918369556, 'hits_pred_net_sum': -22.068573841019663, 'actual_hits_sum': 136.0, 'actual_hits_against_sum': 168.0, 'actual_hits_net_sum': -32.0, 'pred_runs_sum': 60.55295853527278, 'pred_runs_against_sum': 76.47835579453225, 'runs_pred_net_sum': -15.925397259259487, 'actual_runs_sum': 78.0, 'actual_runs_against_sum': 84.0, 'actual_runs_net_sum': -6.0, 'roi_ml_results_sum': -98.9, 'roi_spread_results_sum': -1071.86, 'roi_total_over_results_sum': -935.83, 'roi_total_under_results_sum': -1137.53, 'pred_hits_avg': 6.15, 'pred_hits_against_avg': 7.31, 'hits_pred_net_avg': -1.16, 'actual_hits_avg': 7.16, 'actual_hits_against_avg': 8.84, 'actual_hits_net_avg': -1.68, 'pred_runs_avg': 3.19, 'pred_runs_against_avg': 4.03, 'runs_pred_net_avg': -0.84, 'actual_runs_avg': 4.11, 'actual_runs_against_avg': 4.42, 'actual_runs_net_avg': -0.32, 'roi_ml_results_roi': -5.21, 'roi_spread_results_roi': -66.99, 'roi_total_over_results_roi': -49.25, 'roi_total_under_results_roi': -59.87}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 113.67069066124796, 'pred_hits_against_sum': 134.38722434542868, 'hits_pred_net_sum': -20.71653368418074, 'actual_hits_sum': 136.0, 'actual_hits_against_sum': 168.0, 'actual_hits_net_sum': -32.0, 'pred_runs_sum': 58.770611380363704, 'pred_runs_against_sum': 73.4524453301543, 'runs_pred_net_sum': -14.681833949790605, 'actual_runs_sum': 78.0, 'actual_runs_against_sum': 84.0, 'actual_runs_net_sum': -6.0, 'roi_ml_results_sum': -178.27, 'roi_spread_results_sum': -946.86, 'roi_total_over_results_sum': -1318.03, 'roi_total_under_results_sum': -759.66, 'pred_hits_avg': 5.98, 'pred_hits_against_avg': 7.07, 'hits_pred_net_avg': -1.09, 'actual_hits_avg': 7.16, 'actual_hits_against_avg': 8.84, 'actual_hits_net_avg': -1.68, 'pred_runs_avg': 3.09, 'pred_runs_against_avg': 3.87, 'runs_pred_net_avg': -0.77, 'actual_runs_avg': 4.11, 'actual_runs_against_avg': 4.42, 'actual_runs_net_avg': -0.32, 'roi_ml_results_roi': -9.38, 'roi_spread_results_roi': -55.7, 'roi_total_over_results_roi': -69.37, 'roi_total_under_results_roi': -39.98})}), 'MIA': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48a33c40>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 136.41783692743448, 'pred_hits_against_sum': 103.162163017581, 'hits_pred_net_sum': 33.255673909853485, 'actual_hits_sum': 156.0, 'actual_hits_against_sum': 153.0, 'actual_hits_net_sum': 3.0, 'pred_runs_sum': 75.95314649231058, 'pred_runs_against_sum': 64.86809071561393, 'runs_pred_net_sum': 11.085055776696649, 'actual_runs_sum': 72.0, 'actual_runs_against_sum': 96.0, 'actual_runs_net_sum': -24.0, 'roi_ml_results_sum': 11.37, 'roi_spread_results_sum': -484.21, 'roi_total_over_results_sum': -1049.91, 'roi_total_under_results_sum': -1418.18, 'pred_hits_avg': 7.58, 'pred_hits_against_avg': 5.73, 'hits_pred_net_avg': 1.85, 'actual_hits_avg': 8.67, 'actual_hits_against_avg': 8.5, 'actual_hits_net_avg': 0.17, 'pred_runs_avg': 4.22, 'pred_runs_against_avg': 3.6, 'runs_pred_net_avg': 0.62, 'actual_runs_avg': 4.0, 'actual_runs_against_avg': 5.33, 'actual_runs_net_avg': -1.33, 'roi_ml_results_roi': 0.63, 'roi_spread_results_roi': -28.48, 'roi_total_over_results_roi': -58.33, 'roi_total_under_results_roi': -78.79}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 141.3348699288328, 'pred_hits_against_sum': 156.3367347049235, 'hits_pred_net_sum': -15.001864776090727, 'actual_hits_sum': 156.0, 'actual_hits_against_sum': 153.0, 'actual_hits_net_sum': 3.0, 'pred_runs_sum': 99.99984276559353, 'pred_runs_against_sum': 96.82032000507232, 'runs_pred_net_sum': 3.179522760521211, 'actual_runs_sum': 72.0, 'actual_runs_against_sum': 96.0, 'actual_runs_net_sum': -24.0, 'roi_ml_results_sum': -168.63, 'roi_spread_results_sum': -667.54, 'roi_total_over_results_sum': 91.47, 'roi_total_under_results_sum': -1800.0, 'pred_hits_avg': 7.85, 'pred_hits_against_avg': 8.69, 'hits_pred_net_avg': -0.83, 'actual_hits_avg': 8.67, 'actual_hits_against_avg': 8.5, 'actual_hits_net_avg': 0.17, 'pred_runs_avg': 5.56, 'pred_runs_against_avg': 5.38, 'runs_pred_net_avg': 0.18, 'actual_runs_avg': 4.0, 'actual_runs_against_avg': 5.33, 'actual_runs_net_avg': -1.33, 'roi_ml_results_roi': -9.37, 'roi_spread_results_roi': -39.27, 'roi_total_over_results_roi': 5.08, 'roi_total_under_results_roi': -100.0}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 148.4991960739639, 'pred_hits_against_sum': 117.80421129438157, 'hits_pred_net_sum': 30.694984779582303, 'actual_hits_sum': 156.0, 'actual_hits_against_sum': 153.0, 'actual_hits_net_sum': 3.0, 'pred_runs_sum': 70.61986557044607, 'pred_runs_against_sum': 71.01231488669569, 'runs_pred_net_sum': -0.392449316249627, 'actual_runs_sum': 72.0, 'actual_runs_against_sum': 96.0, 'actual_runs_net_sum': -24.0, 'roi_ml_results_sum': -390.0, 'roi_spread_results_sum': -484.21, 'roi_total_over_results_sum': -472.47, 'roi_total_under_results_sum': -1409.09, 'pred_hits_avg': 8.25, 'pred_hits_against_avg': 6.54, 'hits_pred_net_avg': 1.71, 'actual_hits_avg': 8.67, 'actual_hits_against_avg': 8.5, 'actual_hits_net_avg': 0.17, 'pred_runs_avg': 3.92, 'pred_runs_against_avg': 3.95, 'runs_pred_net_avg': -0.02, 'actual_runs_avg': 4.0, 'actual_runs_against_avg': 5.33, 'actual_runs_net_avg': -1.33, 'roi_ml_results_roi': -21.67, 'roi_spread_results_roi': -28.48, 'roi_total_over_results_roi': -26.25, 'roi_total_under_results_roi': -78.28}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 147.15682283546062, 'pred_hits_against_sum': 116.17731704140374, 'hits_pred_net_sum': 30.979505794056884, 'actual_hits_sum': 156.0, 'actual_hits_against_sum': 153.0, 'actual_hits_net_sum': 3.0, 'pred_runs_sum': 71.21245233954212, 'pred_runs_against_sum': 69.30184553435328, 'runs_pred_net_sum': 1.9106068051888476, 'actual_runs_sum': 72.0, 'actual_runs_against_sum': 96.0, 'actual_runs_net_sum': -24.0, 'roi_ml_results_sum': -284.0, 'roi_spread_results_sum': -484.21, 'roi_total_over_results_sum': -659.43, 'roi_total_under_results_sum': -1407.09, 'pred_hits_avg': 8.18, 'pred_hits_against_avg': 6.45, 'hits_pred_net_avg': 1.72, 'actual_hits_avg': 8.67, 'actual_hits_against_avg': 8.5, 'actual_hits_net_avg': 0.17, 'pred_runs_avg': 3.96, 'pred_runs_against_avg': 3.85, 'runs_pred_net_avg': 0.11, 'actual_runs_avg': 4.0, 'actual_runs_against_avg': 5.33, 'actual_runs_net_avg': -1.33, 'roi_ml_results_roi': -15.78, 'roi_spread_results_roi': -28.48, 'roi_total_over_results_roi': -36.63, 'roi_total_under_results_roi': -78.17})}), 'DET': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48a33880>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 197.0451709109604, 'pred_hits_against_sum': 142.1131557469019, 'hits_pred_net_sum': 54.93201516405851, 'actual_hits_sum': 167.0, 'actual_hits_against_sum': 140.0, 'actual_hits_net_sum': 27.0, 'pred_runs_sum': 90.639218985349, 'pred_runs_against_sum': 97.26395687216122, 'runs_pred_net_sum': -6.6247378868121976, 'actual_runs_sum': 94.0, 'actual_runs_against_sum': 71.0, 'actual_runs_net_sum': 23.0, 'roi_ml_results_sum': -575.75, 'roi_spread_results_sum': -504.44, 'roi_total_over_results_sum': -1040.97, 'roi_total_under_results_sum': -1637.38, 'pred_hits_avg': 9.85, 'pred_hits_against_avg': 7.11, 'hits_pred_net_avg': 2.75, 'actual_hits_avg': 8.35, 'actual_hits_against_avg': 7.0, 'actual_hits_net_avg': 1.35, 'pred_runs_avg': 4.53, 'pred_runs_against_avg': 4.86, 'runs_pred_net_avg': -0.33, 'actual_runs_avg': 4.7, 'actual_runs_against_avg': 3.55, 'actual_runs_net_avg': 1.15, 'roi_ml_results_roi': -28.79, 'roi_spread_results_roi': -29.67, 'roi_total_over_results_roi': -52.05, 'roi_total_under_results_roi': -81.87}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 181.0226871812398, 'pred_hits_against_sum': 133.9430771370013, 'hits_pred_net_sum': 47.07961004423852, 'actual_hits_sum': 167.0, 'actual_hits_against_sum': 140.0, 'actual_hits_net_sum': 27.0, 'pred_runs_sum': 72.78692692756158, 'pred_runs_against_sum': 90.46238265088887, 'runs_pred_net_sum': -17.67545572332728, 'actual_runs_sum': 94.0, 'actual_runs_against_sum': 71.0, 'actual_runs_net_sum': 23.0, 'roi_ml_results_sum': -818.67, 'roi_spread_results_sum': -670.87, 'roi_total_over_results_sum': -1230.35, 'roi_total_under_results_sum': -1071.85, 'pred_hits_avg': 9.05, 'pred_hits_against_avg': 6.7, 'hits_pred_net_avg': 2.35, 'actual_hits_avg': 8.35, 'actual_hits_against_avg': 7.0, 'actual_hits_net_avg': 1.35, 'pred_runs_avg': 3.64, 'pred_runs_against_avg': 4.52, 'runs_pred_net_avg': -0.88, 'actual_runs_avg': 4.7, 'actual_runs_against_avg': 3.55, 'actual_runs_net_avg': 1.15, 'roi_ml_results_roi': -40.93, 'roi_spread_results_roi': -39.46, 'roi_total_over_results_roi': -61.52, 'roi_total_under_results_roi': -53.59}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 179.3112927277401, 'pred_hits_against_sum': 144.05897075490728, 'hits_pred_net_sum': 35.25232197283281, 'actual_hits_sum': 167.0, 'actual_hits_against_sum': 140.0, 'actual_hits_net_sum': 27.0, 'pred_runs_sum': 95.63480474633727, 'pred_runs_against_sum': 88.71220133925242, 'runs_pred_net_sum': 6.922603407084829, 'actual_runs_sum': 94.0, 'actual_runs_against_sum': 71.0, 'actual_runs_net_sum': 23.0, 'roi_ml_results_sum': 326.3, 'roi_spread_results_sum': -703.44, 'roi_total_over_results_sum': -468.69, 'roi_total_under_results_sum': -1616.67, 'pred_hits_avg': 8.97, 'pred_hits_against_avg': 7.2, 'hits_pred_net_avg': 1.76, 'actual_hits_avg': 8.35, 'actual_hits_against_avg': 7.0, 'actual_hits_net_avg': 1.35, 'pred_runs_avg': 4.78, 'pred_runs_against_avg': 4.44, 'runs_pred_net_avg': 0.35, 'actual_runs_avg': 4.7, 'actual_runs_against_avg': 3.55, 'actual_runs_net_avg': 1.15, 'roi_ml_results_roi': 16.32, 'roi_spread_results_roi': -41.38, 'roi_total_over_results_roi': -23.43, 'roi_total_under_results_roi': -80.83}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 181.2817236369868, 'pred_hits_against_sum': 143.84276908735114, 'hits_pred_net_sum': 37.43895454963566, 'actual_hits_sum': 167.0, 'actual_hits_against_sum': 140.0, 'actual_hits_net_sum': 27.0, 'pred_runs_sum': 95.079739661783, 'pred_runs_against_sum': 89.66239639846451, 'runs_pred_net_sum': 5.4173432633184975, 'actual_runs_sum': 94.0, 'actual_runs_against_sum': 71.0, 'actual_runs_net_sum': 23.0, 'roi_ml_results_sum': 389.59, 'roi_spread_results_sum': -908.44, 'roi_total_over_results_sum': -468.69, 'roi_total_under_results_sum': -1436.02, 'pred_hits_avg': 9.06, 'pred_hits_against_avg': 7.19, 'hits_pred_net_avg': 1.87, 'actual_hits_avg': 8.35, 'actual_hits_against_avg': 7.0, 'actual_hits_net_avg': 1.35, 'pred_runs_avg': 4.75, 'pred_runs_against_avg': 4.48, 'runs_pred_net_avg': 0.27, 'actual_runs_avg': 4.7, 'actual_runs_against_avg': 3.55, 'actual_runs_net_avg': 1.15, 'roi_ml_results_roi': 19.48, 'roi_spread_results_roi': -53.44, 'roi_total_over_results_roi': -23.43, 'roi_total_under_results_roi': -71.8})}), 'LAA': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48a30900>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 103.59718095801686, 'pred_hits_against_sum': 144.7132924007537, 'hits_pred_net_sum': -41.11611144273684, 'actual_hits_sum': 138.0, 'actual_hits_against_sum': 144.0, 'actual_hits_net_sum': -6.0, 'pred_runs_sum': 55.47362307455186, 'pred_runs_against_sum': 85.17733066726875, 'runs_pred_net_sum': -29.70370759271688, 'actual_runs_sum': 80.0, 'actual_runs_against_sum': 82.0, 'actual_runs_net_sum': -2.0, 'roi_ml_results_sum': -999.41, 'roi_spread_results_sum': -1116.26, 'roi_total_over_results_sum': -1126.19, 'roi_total_under_results_sum': -553.91, 'pred_hits_avg': 5.76, 'pred_hits_against_avg': 8.04, 'hits_pred_net_avg': -2.28, 'actual_hits_avg': 7.67, 'actual_hits_against_avg': 8.0, 'actual_hits_net_avg': -0.33, 'pred_runs_avg': 3.08, 'pred_runs_against_avg': 4.73, 'runs_pred_net_avg': -1.65, 'actual_runs_avg': 4.44, 'actual_runs_against_avg': 4.56, 'actual_runs_net_avg': -0.11, 'roi_ml_results_roi': -58.79, 'roi_spread_results_roi': -69.77, 'roi_total_over_results_roi': -66.25, 'roi_total_under_results_roi': -32.58}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 85.26032382220463, 'pred_hits_against_sum': 168.3488653116749, 'hits_pred_net_sum': -83.08854148947026, 'actual_hits_sum': 138.0, 'actual_hits_against_sum': 144.0, 'actual_hits_net_sum': -6.0, 'pred_runs_sum': 70.46434230114573, 'pred_runs_against_sum': 105.02403575526644, 'runs_pred_net_sum': -34.559693454120705, 'actual_runs_sum': 80.0, 'actual_runs_against_sum': 82.0, 'actual_runs_net_sum': -2.0, 'roi_ml_results_sum': -1026.0, 'roi_spread_results_sum': -1117.46, 'roi_total_over_results_sum': -1152.73, 'roi_total_under_results_sum': -744.82, 'pred_hits_avg': 4.74, 'pred_hits_against_avg': 9.35, 'hits_pred_net_avg': -4.62, 'actual_hits_avg': 7.67, 'actual_hits_against_avg': 8.0, 'actual_hits_net_avg': -0.33, 'pred_runs_avg': 3.91, 'pred_runs_against_avg': 5.83, 'runs_pred_net_avg': -1.92, 'actual_runs_avg': 4.44, 'actual_runs_against_avg': 4.56, 'actual_runs_net_avg': -0.11, 'roi_ml_results_roi': -57.0, 'roi_spread_results_roi': -69.84, 'roi_total_over_results_roi': -67.81, 'roi_total_under_results_roi': -43.81}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 133.34666366055683, 'pred_hits_against_sum': 142.5869981970214, 'hits_pred_net_sum': -9.240334536464571, 'actual_hits_sum': 138.0, 'actual_hits_against_sum': 144.0, 'actual_hits_net_sum': -6.0, 'pred_runs_sum': 75.87301103179587, 'pred_runs_against_sum': 78.78370776540282, 'runs_pred_net_sum': -2.9106967336069456, 'actual_runs_sum': 80.0, 'actual_runs_against_sum': 82.0, 'actual_runs_net_sum': -2.0, 'roi_ml_results_sum': -631.41, 'roi_spread_results_sum': -780.9, 'roi_total_over_results_sum': -375.29, 'roi_total_under_results_sum': -931.88, 'pred_hits_avg': 7.41, 'pred_hits_against_avg': 7.92, 'hits_pred_net_avg': -0.51, 'actual_hits_avg': 7.67, 'actual_hits_against_avg': 8.0, 'actual_hits_net_avg': -0.33, 'pred_runs_avg': 4.22, 'pred_runs_against_avg': 4.38, 'runs_pred_net_avg': -0.16, 'actual_runs_avg': 4.44, 'actual_runs_against_avg': 4.56, 'actual_runs_net_avg': -0.11, 'roi_ml_results_roi': -35.08, 'roi_spread_results_roi': -48.81, 'roi_total_over_results_roi': -22.08, 'roi_total_under_results_roi': -54.82}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 130.04116558249683, 'pred_hits_against_sum': 142.82325310854722, 'hits_pred_net_sum': -12.78208752605037, 'actual_hits_sum': 138.0, 'actual_hits_against_sum': 144.0, 'actual_hits_net_sum': -6.0, 'pred_runs_sum': 71.23419014765764, 'pred_runs_against_sum': 79.03257184851611, 'runs_pred_net_sum': -7.798381700858483, 'actual_runs_sum': 80.0, 'actual_runs_against_sum': 82.0, 'actual_runs_net_sum': -2.0, 'roi_ml_results_sum': -631.41, 'roi_spread_results_sum': -780.9, 'roi_total_over_results_sum': -375.29, 'roi_total_under_results_sum': -353.91, 'pred_hits_avg': 7.22, 'pred_hits_against_avg': 7.93, 'hits_pred_net_avg': -0.71, 'actual_hits_avg': 7.67, 'actual_hits_against_avg': 8.0, 'actual_hits_net_avg': -0.33, 'pred_runs_avg': 3.96, 'pred_runs_against_avg': 4.39, 'runs_pred_net_avg': -0.43, 'actual_runs_avg': 4.44, 'actual_runs_against_avg': 4.56, 'actual_runs_net_avg': -0.11, 'roi_ml_results_roi': -35.08, 'roi_spread_results_roi': -48.81, 'roi_total_over_results_roi': -22.08, 'roi_total_under_results_roi': -20.82})}), 'KCR': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48a33a60>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 163.15404427014334, 'pred_hits_against_sum': 183.31920197105956, 'hits_pred_net_sum': -20.165157700916204, 'actual_hits_sum': 136.0, 'actual_hits_against_sum': 157.0, 'actual_hits_net_sum': -21.0, 'pred_runs_sum': 89.61269408266313, 'pred_runs_against_sum': 120.27536560446778, 'runs_pred_net_sum': -30.662671521804633, 'actual_runs_sum': 58.0, 'actual_runs_against_sum': 78.0, 'actual_runs_net_sum': -20.0, 'roi_ml_results_sum': -455.73, 'roi_spread_results_sum': -1094.1, 'roi_total_over_results_sum': -748.77, 'roi_total_under_results_sum': -921.47, 'pred_hits_avg': 8.16, 'pred_hits_against_avg': 9.17, 'hits_pred_net_avg': -1.01, 'actual_hits_avg': 6.8, 'actual_hits_against_avg': 7.85, 'actual_hits_net_avg': -1.05, 'pred_runs_avg': 4.48, 'pred_runs_against_avg': 6.01, 'runs_pred_net_avg': -1.53, 'actual_runs_avg': 2.9, 'actual_runs_against_avg': 3.9, 'actual_runs_net_avg': -1.0, 'roi_ml_results_roi': -26.81, 'roi_spread_results_roi': -78.15, 'roi_total_over_results_roi': -44.05, 'roi_total_under_results_roi': -54.2}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 151.42993294115587, 'pred_hits_against_sum': 190.47562599938763, 'hits_pred_net_sum': -39.045693058231784, 'actual_hits_sum': 136.0, 'actual_hits_against_sum': 157.0, 'actual_hits_net_sum': -21.0, 'pred_runs_sum': 87.54284740027774, 'pred_runs_against_sum': 151.66145452844373, 'runs_pred_net_sum': -64.11860712816596, 'actual_runs_sum': 58.0, 'actual_runs_against_sum': 78.0, 'actual_runs_net_sum': -20.0, 'roi_ml_results_sum': -332.65, 'roi_spread_results_sum': -826.1, 'roi_total_over_results_sum': -548.77, 'roi_total_under_results_sum': -347.55, 'pred_hits_avg': 7.57, 'pred_hits_against_avg': 9.52, 'hits_pred_net_avg': -1.95, 'actual_hits_avg': 6.8, 'actual_hits_against_avg': 7.85, 'actual_hits_net_avg': -1.05, 'pred_runs_avg': 4.38, 'pred_runs_against_avg': 7.58, 'runs_pred_net_avg': -3.21, 'actual_runs_avg': 2.9, 'actual_runs_against_avg': 3.9, 'actual_runs_net_avg': -1.0, 'roi_ml_results_roi': -19.57, 'roi_spread_results_roi': -59.01, 'roi_total_over_results_roi': -32.28, 'roi_total_under_results_roi': -20.44}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 148.5742253532501, 'pred_hits_against_sum': 158.79162065145036, 'hits_pred_net_sum': -10.217395298200252, 'actual_hits_sum': 136.0, 'actual_hits_against_sum': 157.0, 'actual_hits_net_sum': -21.0, 'pred_runs_sum': 72.61745923495151, 'pred_runs_against_sum': 93.28384565640756, 'runs_pred_net_sum': -20.666386421456085, 'actual_runs_sum': 58.0, 'actual_runs_against_sum': 78.0, 'actual_runs_net_sum': -20.0, 'roi_ml_results_sum': -425.24, 'roi_spread_results_sum': -439.96, 'roi_total_over_results_sum': -735.73, 'roi_total_under_results_sum': -544.77, 'pred_hits_avg': 7.43, 'pred_hits_against_avg': 7.94, 'hits_pred_net_avg': -0.51, 'actual_hits_avg': 6.8, 'actual_hits_against_avg': 7.85, 'actual_hits_net_avg': -1.05, 'pred_runs_avg': 3.63, 'pred_runs_against_avg': 4.66, 'runs_pred_net_avg': -1.03, 'actual_runs_avg': 2.9, 'actual_runs_against_avg': 3.9, 'actual_runs_net_avg': -1.0, 'roi_ml_results_roi': -25.01, 'roi_spread_results_roi': -31.43, 'roi_total_over_results_roi': -43.28, 'roi_total_under_results_roi': -32.05}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 150.1942052329049, 'pred_hits_against_sum': 161.51690746474029, 'hits_pred_net_sum': -11.32270223183536, 'actual_hits_sum': 136.0, 'actual_hits_against_sum': 157.0, 'actual_hits_net_sum': -21.0, 'pred_runs_sum': 74.50581866247501, 'pred_runs_against_sum': 96.28290342841429, 'runs_pred_net_sum': -21.777084765939254, 'actual_runs_sum': 58.0, 'actual_runs_against_sum': 78.0, 'actual_runs_net_sum': -20.0, 'roi_ml_results_sum': -232.65, 'roi_spread_results_sum': -439.96, 'roi_total_over_results_sum': -735.73, 'roi_total_under_results_sum': -353.86, 'pred_hits_avg': 7.51, 'pred_hits_against_avg': 8.08, 'hits_pred_net_avg': -0.57, 'actual_hits_avg': 6.8, 'actual_hits_against_avg': 7.85, 'actual_hits_net_avg': -1.05, 'pred_runs_avg': 3.73, 'pred_runs_against_avg': 4.81, 'runs_pred_net_avg': -1.09, 'actual_runs_avg': 2.9, 'actual_runs_against_avg': 3.9, 'actual_runs_net_avg': -1.0, 'roi_ml_results_roi': -13.69, 'roi_spread_results_roi': -31.43, 'roi_total_over_results_roi': -43.28, 'roi_total_under_results_roi': -20.82})}), 'STL': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48a339c0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 179.02904905551964, 'pred_hits_against_sum': 120.99690118962565, 'hits_pred_net_sum': 58.03214786589399, 'actual_hits_sum': 158.0, 'actual_hits_against_sum': 114.0, 'actual_hits_net_sum': 44.0, 'pred_runs_sum': 105.50645857410564, 'pred_runs_against_sum': 56.37922928464724, 'runs_pred_net_sum': 49.127229289458406, 'actual_runs_sum': 83.0, 'actual_runs_against_sum': 67.0, 'actual_runs_net_sum': 16.0, 'roi_ml_results_sum': -768.0, 'roi_spread_results_sum': 43.49, 'roi_total_over_results_sum': -818.03, 'roi_total_under_results_sum': -1000.0, 'pred_hits_avg': 10.53, 'pred_hits_against_avg': 7.12, 'hits_pred_net_avg': 3.41, 'actual_hits_avg': 9.29, 'actual_hits_against_avg': 6.71, 'actual_hits_net_avg': 2.59, 'pred_runs_avg': 6.21, 'pred_runs_against_avg': 3.32, 'runs_pred_net_avg': 2.89, 'actual_runs_avg': 4.88, 'actual_runs_against_avg': 3.94, 'actual_runs_net_avg': 0.94, 'roi_ml_results_roi': -54.86, 'roi_spread_results_roi': 5.44, 'roi_total_over_results_roi': -81.8, 'roi_total_under_results_roi': -100.0}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 164.4820270415859, 'pred_hits_against_sum': 114.4874866490579, 'hits_pred_net_sum': 49.994540392528, 'actual_hits_sum': 158.0, 'actual_hits_against_sum': 114.0, 'actual_hits_net_sum': 44.0, 'pred_runs_sum': 84.01208081134554, 'pred_runs_against_sum': 73.75124291343326, 'runs_pred_net_sum': 10.26083789791229, 'actual_runs_sum': 83.0, 'actual_runs_against_sum': 67.0, 'actual_runs_net_sum': 16.0, 'roi_ml_results_sum': -513.58, 'roi_spread_results_sum': -233.45, 'roi_total_over_results_sum': -71.89, 'roi_total_under_results_sum': -809.09, 'pred_hits_avg': 9.68, 'pred_hits_against_avg': 6.73, 'hits_pred_net_avg': 2.94, 'actual_hits_avg': 9.29, 'actual_hits_against_avg': 6.71, 'actual_hits_net_avg': 2.59, 'pred_runs_avg': 4.94, 'pred_runs_against_avg': 4.34, 'runs_pred_net_avg': 0.6, 'actual_runs_avg': 4.88, 'actual_runs_against_avg': 3.94, 'actual_runs_net_avg': 0.94, 'roi_ml_results_roi': -36.68, 'roi_spread_results_roi': -29.18, 'roi_total_over_results_roi': -7.19, 'roi_total_under_results_roi': -80.91}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 172.42392893054657, 'pred_hits_against_sum': 121.43578561531346, 'hits_pred_net_sum': 50.98814331523309, 'actual_hits_sum': 158.0, 'actual_hits_against_sum': 114.0, 'actual_hits_net_sum': 44.0, 'pred_runs_sum': 99.45994797685974, 'pred_runs_against_sum': 60.26460916534445, 'runs_pred_net_sum': 39.195338811515285, 'actual_runs_sum': 83.0, 'actual_runs_against_sum': 67.0, 'actual_runs_net_sum': 16.0, 'roi_ml_results_sum': -389.58, 'roi_spread_results_sum': 205.22, 'roi_total_over_results_sum': -62.95, 'roi_total_under_results_sum': -1000.0, 'pred_hits_avg': 10.14, 'pred_hits_against_avg': 7.14, 'hits_pred_net_avg': 3.0, 'actual_hits_avg': 9.29, 'actual_hits_against_avg': 6.71, 'actual_hits_net_avg': 2.59, 'pred_runs_avg': 5.85, 'pred_runs_against_avg': 3.54, 'runs_pred_net_avg': 2.31, 'actual_runs_avg': 4.88, 'actual_runs_against_avg': 3.94, 'actual_runs_net_avg': 0.94, 'roi_ml_results_roi': -27.83, 'roi_spread_results_roi': 25.65, 'roi_total_over_results_roi': -6.3, 'roi_total_under_results_roi': -100.0}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 173.1578311666547, 'pred_hits_against_sum': 121.38702067912595, 'hits_pred_net_sum': 51.77081048752874, 'actual_hits_sum': 158.0, 'actual_hits_against_sum': 114.0, 'actual_hits_net_sum': 44.0, 'pred_runs_sum': 100.13178248766485, 'pred_runs_against_sum': 58.55512251193366, 'runs_pred_net_sum': 41.57665997573118, 'actual_runs_sum': 83.0, 'actual_runs_against_sum': 67.0, 'actual_runs_net_sum': 16.0, 'roi_ml_results_sum': -389.58, 'roi_spread_results_sum': 205.22, 'roi_total_over_results_sum': -62.95, 'roi_total_under_results_sum': -1000.0, 'pred_hits_avg': 10.19, 'pred_hits_against_avg': 7.14, 'hits_pred_net_avg': 3.05, 'actual_hits_avg': 9.29, 'actual_hits_against_avg': 6.71, 'actual_hits_net_avg': 2.59, 'pred_runs_avg': 5.89, 'pred_runs_against_avg': 3.44, 'runs_pred_net_avg': 2.45, 'actual_runs_avg': 4.88, 'actual_runs_against_avg': 3.94, 'actual_runs_net_avg': 0.94, 'roi_ml_results_roi': -27.83, 'roi_spread_results_roi': 25.65, 'roi_total_over_results_roi': -6.3, 'roi_total_under_results_roi': -100.0})}), 'SFG': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48f52ca0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 129.4012117913047, 'pred_hits_against_sum': 153.75971740677625, 'hits_pred_net_sum': -24.358505615471554, 'actual_hits_sum': 147.0, 'actual_hits_against_sum': 137.0, 'actual_hits_net_sum': 10.0, 'pred_runs_sum': 96.13559696237715, 'pred_runs_against_sum': 101.67964649729352, 'runs_pred_net_sum': -5.544049534916407, 'actual_runs_sum': 98.0, 'actual_runs_against_sum': 70.0, 'actual_runs_net_sum': 28.0, 'roi_ml_results_sum': -99.97, 'roi_spread_results_sum': -314.92, 'roi_total_over_results_sum': -282.68, 'roi_total_under_results_sum': -1222.13, 'pred_hits_avg': 6.81, 'pred_hits_against_avg': 8.09, 'hits_pred_net_avg': -1.28, 'actual_hits_avg': 7.74, 'actual_hits_against_avg': 7.21, 'actual_hits_net_avg': 0.53, 'pred_runs_avg': 5.06, 'pred_runs_against_avg': 5.35, 'runs_pred_net_avg': -0.29, 'actual_runs_avg': 5.16, 'actual_runs_against_avg': 3.68, 'actual_runs_net_avg': 1.47, 'roi_ml_results_roi': -5.88, 'roi_spread_results_roi': -22.49, 'roi_total_over_results_roi': -17.67, 'roi_total_under_results_roi': -76.38}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 105.45535810938287, 'pred_hits_against_sum': 180.61895702336875, 'hits_pred_net_sum': -75.1635989139859, 'actual_hits_sum': 147.0, 'actual_hits_against_sum': 137.0, 'actual_hits_net_sum': 10.0, 'pred_runs_sum': 118.59456684955909, 'pred_runs_against_sum': 120.64615466233113, 'runs_pred_net_sum': -2.0515878127720324, 'actual_runs_sum': 98.0, 'actual_runs_against_sum': 70.0, 'actual_runs_net_sum': 28.0, 'roi_ml_results_sum': -119.19, 'roi_spread_results_sum': -162.84, 'roi_total_over_results_sum': 290.2, 'roi_total_under_results_sum': -1413.04, 'pred_hits_avg': 5.55, 'pred_hits_against_avg': 9.51, 'hits_pred_net_avg': -3.96, 'actual_hits_avg': 7.74, 'actual_hits_against_avg': 7.21, 'actual_hits_net_avg': 0.53, 'pred_runs_avg': 6.24, 'pred_runs_against_avg': 6.35, 'runs_pred_net_avg': -0.11, 'actual_runs_avg': 5.16, 'actual_runs_against_avg': 3.68, 'actual_runs_net_avg': 1.47, 'roi_ml_results_roi': -7.01, 'roi_spread_results_roi': -11.63, 'roi_total_over_results_roi': 18.14, 'roi_total_under_results_roi': -88.31}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 144.10030294782615, 'pred_hits_against_sum': 134.65361027861027, 'hits_pred_net_sum': 9.446692669215885, 'actual_hits_sum': 147.0, 'actual_hits_against_sum': 137.0, 'actual_hits_net_sum': 10.0, 'pred_runs_sum': 96.33389924059428, 'pred_runs_against_sum': 73.82040818658466, 'runs_pred_net_sum': 22.51349105400963, 'actual_runs_sum': 98.0, 'actual_runs_against_sum': 70.0, 'actual_runs_net_sum': 28.0, 'roi_ml_results_sum': 203.4, 'roi_spread_results_sum': -135.89, 'roi_total_over_results_sum': -64.65, 'roi_total_under_results_sum': -1213.04, 'pred_hits_avg': 7.58, 'pred_hits_against_avg': 7.09, 'hits_pred_net_avg': 0.5, 'actual_hits_avg': 7.74, 'actual_hits_against_avg': 7.21, 'actual_hits_net_avg': 0.53, 'pred_runs_avg': 5.07, 'pred_runs_against_avg': 3.89, 'runs_pred_net_avg': 1.18, 'actual_runs_avg': 5.16, 'actual_runs_against_avg': 3.68, 'actual_runs_net_avg': 1.47, 'roi_ml_results_roi': 11.3, 'roi_spread_results_roi': -10.45, 'roi_total_over_results_roi': -4.04, 'roi_total_under_results_roi': -75.81}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 142.46707059710158, 'pred_hits_against_sum': 136.77651107062874, 'hits_pred_net_sum': 5.690559526472842, 'actual_hits_sum': 147.0, 'actual_hits_against_sum': 137.0, 'actual_hits_net_sum': 10.0, 'pred_runs_sum': 96.31186565412571, 'pred_runs_against_sum': 76.91587910999677, 'runs_pred_net_sum': 19.39598654412896, 'actual_runs_sum': 98.0, 'actual_runs_against_sum': 70.0, 'actual_runs_net_sum': 28.0, 'roi_ml_results_sum': 203.4, 'roi_spread_results_sum': -235.89, 'roi_total_over_results_sum': -64.65, 'roi_total_under_results_sum': -1413.04, 'pred_hits_avg': 7.5, 'pred_hits_against_avg': 7.2, 'hits_pred_net_avg': 0.3, 'actual_hits_avg': 7.74, 'actual_hits_against_avg': 7.21, 'actual_hits_net_avg': 0.53, 'pred_runs_avg': 5.07, 'pred_runs_against_avg': 4.05, 'runs_pred_net_avg': 1.02, 'actual_runs_avg': 5.16, 'actual_runs_against_avg': 3.68, 'actual_runs_net_avg': 1.47, 'roi_ml_results_roi': 11.3, 'roi_spread_results_roi': -16.85, 'roi_total_over_results_roi': -4.04, 'roi_total_under_results_roi': -88.31})}), 'NYM': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48f53100>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 97.76496018601283, 'pred_hits_against_sum': 153.2675553204965, 'hits_pred_net_sum': -55.50259513448368, 'actual_hits_sum': 140.0, 'actual_hits_against_sum': 134.0, 'actual_hits_net_sum': 6.0, 'pred_runs_sum': 50.1251209574739, 'pred_runs_against_sum': 86.77099501805384, 'runs_pred_net_sum': -36.64587406057995, 'actual_runs_sum': 80.0, 'actual_runs_against_sum': 54.0, 'actual_runs_net_sum': 26.0, 'roi_ml_results_sum': -1500.0, 'roi_spread_results_sum': -584.85, 'roi_total_over_results_sum': -1318.03, 'roi_total_under_results_sum': -173.76, 'pred_hits_avg': 5.15, 'pred_hits_against_avg': 8.07, 'hits_pred_net_avg': -2.92, 'actual_hits_avg': 7.37, 'actual_hits_against_avg': 7.05, 'actual_hits_net_avg': 0.32, 'pred_runs_avg': 2.64, 'pred_runs_against_avg': 4.57, 'runs_pred_net_avg': -1.93, 'actual_runs_avg': 4.21, 'actual_runs_against_avg': 2.84, 'actual_runs_net_avg': 1.37, 'roi_ml_results_roi': -78.95, 'roi_spread_results_roi': -36.55, 'roi_total_over_results_roi': -77.53, 'roi_total_under_results_roi': -10.22}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 101.71458147116044, 'pred_hits_against_sum': 121.76422572525522, 'hits_pred_net_sum': -20.049644254094748, 'actual_hits_sum': 140.0, 'actual_hits_against_sum': 134.0, 'actual_hits_net_sum': 6.0, 'pred_runs_sum': 51.477794084140804, 'pred_runs_against_sum': 72.82902195843377, 'runs_pred_net_sum': -21.351227874292974, 'actual_runs_sum': 80.0, 'actual_runs_against_sum': 54.0, 'actual_runs_net_sum': 26.0, 'roi_ml_results_sum': -498.41, 'roi_spread_results_sum': -1044.89, 'roi_total_over_results_sum': -1318.03, 'roi_total_under_results_sum': 215.15, 'pred_hits_avg': 5.35, 'pred_hits_against_avg': 6.41, 'hits_pred_net_avg': -1.06, 'actual_hits_avg': 7.37, 'actual_hits_against_avg': 7.05, 'actual_hits_net_avg': 0.32, 'pred_runs_avg': 2.71, 'pred_runs_against_avg': 3.83, 'runs_pred_net_avg': -1.12, 'actual_runs_avg': 4.21, 'actual_runs_against_avg': 2.84, 'actual_runs_net_avg': 1.37, 'roi_ml_results_roi': -26.23, 'roi_spread_results_roi': -65.31, 'roi_total_over_results_roi': -77.53, 'roi_total_under_results_roi': 12.66}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 121.71624004650322, 'pred_hits_against_sum': 152.07150112958936, 'hits_pred_net_sum': -30.355261083086166, 'actual_hits_sum': 140.0, 'actual_hits_against_sum': 134.0, 'actual_hits_net_sum': 6.0, 'pred_runs_sum': 69.61878023936849, 'pred_runs_against_sum': 73.14475410210704, 'runs_pred_net_sum': -3.525973862738569, 'actual_runs_sum': 80.0, 'actual_runs_against_sum': 54.0, 'actual_runs_net_sum': 26.0, 'roi_ml_results_sum': -1268.63, 'roi_spread_results_sum': -578.85, 'roi_total_over_results_sum': -1518.03, 'roi_total_under_results_sum': -165.05, 'pred_hits_avg': 6.41, 'pred_hits_against_avg': 8.0, 'hits_pred_net_avg': -1.6, 'actual_hits_avg': 7.37, 'actual_hits_against_avg': 7.05, 'actual_hits_net_avg': 0.32, 'pred_runs_avg': 3.66, 'pred_runs_against_avg': 3.85, 'runs_pred_net_avg': -0.19, 'actual_runs_avg': 4.21, 'actual_runs_against_avg': 2.84, 'actual_runs_net_avg': 1.37, 'roi_ml_results_roi': -66.77, 'roi_spread_results_roi': -36.18, 'roi_total_over_results_roi': -89.3, 'roi_total_under_results_roi': -9.71}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 119.05498672867093, 'pred_hits_against_sum': 152.20439603969015, 'hits_pred_net_sum': -33.14940931101922, 'actual_hits_sum': 140.0, 'actual_hits_against_sum': 134.0, 'actual_hits_net_sum': 6.0, 'pred_runs_sum': 66.42504031915797, 'pred_runs_against_sum': 74.65878087054557, 'runs_pred_net_sum': -8.233740551387609, 'actual_runs_sum': 80.0, 'actual_runs_against_sum': 54.0, 'actual_runs_net_sum': 26.0, 'roi_ml_results_sum': -1268.63, 'roi_spread_results_sum': -578.85, 'roi_total_over_results_sum': -1518.03, 'roi_total_under_results_sum': -169.81, 'pred_hits_avg': 6.27, 'pred_hits_against_avg': 8.01, 'hits_pred_net_avg': -1.74, 'actual_hits_avg': 7.37, 'actual_hits_against_avg': 7.05, 'actual_hits_net_avg': 0.32, 'pred_runs_avg': 3.5, 'pred_runs_against_avg': 3.93, 'runs_pred_net_avg': -0.43, 'actual_runs_avg': 4.21, 'actual_runs_against_avg': 2.84, 'actual_runs_net_avg': 1.37, 'roi_ml_results_roi': -66.77, 'roi_spread_results_roi': -36.18, 'roi_total_over_results_roi': -89.3, 'roi_total_under_results_roi': -9.99})}), 'ATL': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48f523e0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 89.81098541980896, 'pred_hits_against_sum': 163.59510029014675, 'hits_pred_net_sum': -73.78411487033777, 'actual_hits_sum': 133.0, 'actual_hits_against_sum': 140.0, 'actual_hits_net_sum': -7.0, 'pred_runs_sum': 46.99946670116948, 'pred_runs_against_sum': 96.7039514321248, 'runs_pred_net_sum': -49.70448473095533, 'actual_runs_sum': 63.0, 'actual_runs_against_sum': 75.0, 'actual_runs_net_sum': -12.0, 'roi_ml_results_sum': -700.0, 'roi_spread_results_sum': -858.07, 'roi_total_over_results_sum': -1309.09, 'roi_total_under_results_sum': -556.8, 'pred_hits_avg': 4.99, 'pred_hits_against_avg': 9.09, 'hits_pred_net_avg': -4.1, 'actual_hits_avg': 7.39, 'actual_hits_against_avg': 7.78, 'actual_hits_net_avg': -0.39, 'pred_runs_avg': 2.61, 'pred_runs_against_avg': 5.37, 'runs_pred_net_avg': -2.76, 'actual_runs_avg': 3.5, 'actual_runs_against_avg': 4.17, 'actual_runs_net_avg': -0.67, 'roi_ml_results_roi': -43.75, 'roi_spread_results_roi': -71.51, 'roi_total_over_results_roi': -87.27, 'roi_total_under_results_roi': -37.12}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 115.91682245772799, 'pred_hits_against_sum': 151.77703301600363, 'hits_pred_net_sum': -35.860210558275654, 'actual_hits_sum': 133.0, 'actual_hits_against_sum': 140.0, 'actual_hits_net_sum': -7.0, 'pred_runs_sum': 68.28827376184182, 'pred_runs_against_sum': 106.13331736632821, 'runs_pred_net_sum': -37.84504360448642, 'actual_runs_sum': 63.0, 'actual_runs_against_sum': 75.0, 'actual_runs_net_sum': -12.0, 'roi_ml_results_sum': -835.9, 'roi_spread_results_sum': -674.74, 'roi_total_over_results_sum': -927.12, 'roi_total_under_results_sum': -1107.09, 'pred_hits_avg': 6.44, 'pred_hits_against_avg': 8.43, 'hits_pred_net_avg': -1.99, 'actual_hits_avg': 7.39, 'actual_hits_against_avg': 7.78, 'actual_hits_net_avg': -0.39, 'pred_runs_avg': 3.79, 'pred_runs_against_avg': 5.9, 'runs_pred_net_avg': -2.1, 'actual_runs_avg': 3.5, 'actual_runs_against_avg': 4.17, 'actual_runs_net_avg': -0.67, 'roi_ml_results_roi': -52.24, 'roi_spread_results_roi': -56.23, 'roi_total_over_results_roi': -61.81, 'roi_total_under_results_roi': -73.81}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 114.82116740758383, 'pred_hits_against_sum': 151.16280161616848, 'hits_pred_net_sum': -36.34163420858468, 'actual_hits_sum': 133.0, 'actual_hits_against_sum': 140.0, 'actual_hits_net_sum': -7.0, 'pred_runs_sum': 51.42091930687132, 'pred_runs_against_sum': 83.29457124832513, 'runs_pred_net_sum': -31.873651941453797, 'actual_runs_sum': 63.0, 'actual_runs_against_sum': 75.0, 'actual_runs_net_sum': -12.0, 'roi_ml_results_sum': -416.67, 'roi_spread_results_sum': -616.07, 'roi_total_over_results_sum': -1309.09, 'roi_total_under_results_sum': -556.8, 'pred_hits_avg': 6.38, 'pred_hits_against_avg': 8.4, 'hits_pred_net_avg': -2.02, 'actual_hits_avg': 7.39, 'actual_hits_against_avg': 7.78, 'actual_hits_net_avg': -0.39, 'pred_runs_avg': 2.86, 'pred_runs_against_avg': 4.63, 'runs_pred_net_avg': -1.77, 'actual_runs_avg': 3.5, 'actual_runs_against_avg': 4.17, 'actual_runs_net_avg': -0.67, 'roi_ml_results_roi': -26.04, 'roi_spread_results_roi': -51.34, 'roi_total_over_results_roi': -87.27, 'roi_total_under_results_roi': -37.12}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 112.04225829783105, 'pred_hits_against_sum': 152.5441681354994, 'hits_pred_net_sum': -40.50190983766836, 'actual_hits_sum': 133.0, 'actual_hits_against_sum': 140.0, 'actual_hits_net_sum': -7.0, 'pred_runs_sum': 50.59631346179333, 'pred_runs_against_sum': 84.78450237985842, 'runs_pred_net_sum': -34.18818891806507, 'actual_runs_sum': 63.0, 'actual_runs_against_sum': 75.0, 'actual_runs_net_sum': -12.0, 'roi_ml_results_sum': -600.0, 'roi_spread_results_sum': -616.07, 'roi_total_over_results_sum': -1309.09, 'roi_total_under_results_sum': -556.8, 'pred_hits_avg': 6.22, 'pred_hits_against_avg': 8.47, 'hits_pred_net_avg': -2.25, 'actual_hits_avg': 7.39, 'actual_hits_against_avg': 7.78, 'actual_hits_net_avg': -0.39, 'pred_runs_avg': 2.81, 'pred_runs_against_avg': 4.71, 'runs_pred_net_avg': -1.9, 'actual_runs_avg': 3.5, 'actual_runs_against_avg': 4.17, 'actual_runs_net_avg': -0.67, 'roi_ml_results_roi': -37.5, 'roi_spread_results_roi': -51.34, 'roi_total_over_results_roi': -87.27, 'roi_total_under_results_roi': -37.12})}), 'TBR': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48f539c0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 161.59945855657932, 'pred_hits_against_sum': 127.69843823187477, 'hits_pred_net_sum': 33.90102032470455, 'actual_hits_sum': 165.0, 'actual_hits_against_sum': 146.0, 'actual_hits_net_sum': 19.0, 'pred_runs_sum': 58.62522408791759, 'pred_runs_against_sum': 72.14040081006024, 'runs_pred_net_sum': -13.515176722142655, 'actual_runs_sum': 81.0, 'actual_runs_against_sum': 72.0, 'actual_runs_net_sum': 9.0, 'roi_ml_results_sum': -929.08, 'roi_spread_results_sum': -1000.0, 'roi_total_over_results_sum': -1100.0, 'roi_total_under_results_sum': 46.75, 'pred_hits_avg': 8.51, 'pred_hits_against_avg': 6.72, 'hits_pred_net_avg': 1.78, 'actual_hits_avg': 8.68, 'actual_hits_against_avg': 7.68, 'actual_hits_net_avg': 1.0, 'pred_runs_avg': 3.09, 'pred_runs_against_avg': 3.8, 'runs_pred_net_avg': -0.71, 'actual_runs_avg': 4.26, 'actual_runs_against_avg': 3.79, 'actual_runs_net_avg': 0.47, 'roi_ml_results_roi': -71.47, 'roi_spread_results_roi': -100.0, 'roi_total_over_results_roi': -100.0, 'roi_total_under_results_roi': 4.25}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 166.7281677172157, 'pred_hits_against_sum': 122.77739831118313, 'hits_pred_net_sum': 43.9507694060326, 'actual_hits_sum': 165.0, 'actual_hits_against_sum': 146.0, 'actual_hits_net_sum': 19.0, 'pred_runs_sum': 71.99278176673681, 'pred_runs_against_sum': 76.9657201630499, 'runs_pred_net_sum': -4.972938396313066, 'actual_runs_sum': 81.0, 'actual_runs_against_sum': 72.0, 'actual_runs_net_sum': 9.0, 'roi_ml_results_sum': -590.48, 'roi_spread_results_sum': -796.0, 'roi_total_over_results_sum': -717.8, 'roi_total_under_results_sum': -144.16, 'pred_hits_avg': 8.78, 'pred_hits_against_avg': 6.46, 'hits_pred_net_avg': 2.31, 'actual_hits_avg': 8.68, 'actual_hits_against_avg': 7.68, 'actual_hits_net_avg': 1.0, 'pred_runs_avg': 3.79, 'pred_runs_against_avg': 4.05, 'runs_pred_net_avg': -0.26, 'actual_runs_avg': 4.26, 'actual_runs_against_avg': 3.79, 'actual_runs_net_avg': 0.47, 'roi_ml_results_roi': -45.42, 'roi_spread_results_roi': -79.6, 'roi_total_over_results_roi': -65.25, 'roi_total_under_results_roi': -13.11}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 166.17486463914483, 'pred_hits_against_sum': 135.734968510162, 'hits_pred_net_sum': 30.439896128982816, 'actual_hits_sum': 165.0, 'actual_hits_against_sum': 146.0, 'actual_hits_net_sum': 19.0, 'pred_runs_sum': 75.03130602197939, 'pred_runs_against_sum': 68.8714516091064, 'runs_pred_net_sum': 6.15985441287299, 'actual_runs_sum': 81.0, 'actual_runs_against_sum': 72.0, 'actual_runs_net_sum': 9.0, 'roi_ml_results_sum': -728.75, 'roi_spread_results_sum': -675.0, 'roi_total_over_results_sum': -913.04, 'roi_total_under_results_sum': 51.08, 'pred_hits_avg': 8.75, 'pred_hits_against_avg': 7.14, 'hits_pred_net_avg': 1.6, 'actual_hits_avg': 8.68, 'actual_hits_against_avg': 7.68, 'actual_hits_net_avg': 1.0, 'pred_runs_avg': 3.95, 'pred_runs_against_avg': 3.62, 'runs_pred_net_avg': 0.32, 'actual_runs_avg': 4.26, 'actual_runs_against_avg': 3.79, 'actual_runs_net_avg': 0.47, 'roi_ml_results_roi': -52.05, 'roi_spread_results_roi': -75.0, 'roi_total_over_results_roi': -83.0, 'roi_total_under_results_roi': 4.64}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 165.66648618552642, 'pred_hits_against_sum': 134.8420207014634, 'hits_pred_net_sum': 30.824465484062998, 'actual_hits_sum': 165.0, 'actual_hits_against_sum': 146.0, 'actual_hits_net_sum': 19.0, 'pred_runs_sum': 73.20840802930587, 'pred_runs_against_sum': 69.23466818699016, 'runs_pred_net_sum': 3.973739842315695, 'actual_runs_sum': 81.0, 'actual_runs_against_sum': 72.0, 'actual_runs_net_sum': 9.0, 'roi_ml_results_sum': -888.27, 'roi_spread_results_sum': -774.0, 'roi_total_over_results_sum': -913.04, 'roi_total_under_results_sum': 241.99, 'pred_hits_avg': 8.72, 'pred_hits_against_avg': 7.1, 'hits_pred_net_avg': 1.62, 'actual_hits_avg': 8.68, 'actual_hits_against_avg': 7.68, 'actual_hits_net_avg': 1.0, 'pred_runs_avg': 3.85, 'pred_runs_against_avg': 3.64, 'runs_pred_net_avg': 0.21, 'actual_runs_avg': 4.26, 'actual_runs_against_avg': 3.79, 'actual_runs_net_avg': 0.47, 'roi_ml_results_roi': -63.45, 'roi_spread_results_roi': -77.4, 'roi_total_over_results_roi': -83.0, 'roi_total_under_results_roi': 22.0})}), 'MIN': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48f50f40>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 110.70700132340998, 'pred_hits_against_sum': 135.16250122426595, 'hits_pred_net_sum': -24.455499900855937, 'actual_hits_sum': 133.0, 'actual_hits_against_sum': 148.0, 'actual_hits_net_sum': -15.0, 'pred_runs_sum': 50.03499364412677, 'pred_runs_against_sum': 76.99651753475283, 'runs_pred_net_sum': -26.961523890626058, 'actual_runs_sum': 67.0, 'actual_runs_against_sum': 80.0, 'actual_runs_net_sum': -13.0, 'roi_ml_results_sum': -705.66, 'roi_spread_results_sum': -935.35, 'roi_total_over_results_sum': -1527.12, 'roi_total_under_results_sum': -196.05, 'pred_hits_avg': 5.83, 'pred_hits_against_avg': 7.11, 'hits_pred_net_avg': -1.29, 'actual_hits_avg': 7.0, 'actual_hits_against_avg': 7.79, 'actual_hits_net_avg': -0.79, 'pred_runs_avg': 2.63, 'pred_runs_against_avg': 4.05, 'runs_pred_net_avg': -1.42, 'actual_runs_avg': 3.53, 'actual_runs_against_avg': 4.21, 'actual_runs_net_avg': -0.68, 'roi_ml_results_roi': -37.14, 'roi_spread_results_roi': -55.02, 'roi_total_over_results_roi': -80.37, 'roi_total_under_results_roi': -10.32}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 146.2420687671462, 'pred_hits_against_sum': 176.39761415055528, 'hits_pred_net_sum': -30.155545383409077, 'actual_hits_sum': 133.0, 'actual_hits_against_sum': 148.0, 'actual_hits_net_sum': -15.0, 'pred_runs_sum': 56.678017995936, 'pred_runs_against_sum': 111.92674090615262, 'runs_pred_net_sum': -55.24872291021663, 'actual_runs_sum': 67.0, 'actual_runs_against_sum': 80.0, 'actual_runs_net_sum': -13.0, 'roi_ml_results_sum': -905.66, 'roi_spread_results_sum': -1390.1, 'roi_total_over_results_sum': -1337.83, 'roi_total_under_results_sum': -192.62, 'pred_hits_avg': 7.7, 'pred_hits_against_avg': 9.28, 'hits_pred_net_avg': -1.59, 'actual_hits_avg': 7.0, 'actual_hits_against_avg': 7.79, 'actual_hits_net_avg': -0.79, 'pred_runs_avg': 2.98, 'pred_runs_against_avg': 5.89, 'runs_pred_net_avg': -2.91, 'actual_runs_avg': 3.53, 'actual_runs_against_avg': 4.21, 'actual_runs_net_avg': -0.68, 'roi_ml_results_roi': -47.67, 'roi_spread_results_roi': -81.77, 'roi_total_over_results_roi': -70.41, 'roi_total_under_results_roi': -10.14}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 120.00175033085249, 'pred_hits_against_sum': 142.65944055944055, 'hits_pred_net_sum': -22.657690228588063, 'actual_hits_sum': 133.0, 'actual_hits_against_sum': 148.0, 'actual_hits_net_sum': -15.0, 'pred_runs_sum': 60.258748411031696, 'pred_runs_against_sum': 75.11305540864365, 'runs_pred_net_sum': -14.85430699761195, 'actual_runs_sum': 67.0, 'actual_runs_against_sum': 80.0, 'actual_runs_net_sum': -13.0, 'roi_ml_results_sum': -816.67, 'roi_spread_results_sum': -1055.35, 'roi_total_over_results_sum': -1528.74, 'roi_total_under_results_sum': 198.29, 'pred_hits_avg': 6.32, 'pred_hits_against_avg': 7.51, 'hits_pred_net_avg': -1.19, 'actual_hits_avg': 7.0, 'actual_hits_against_avg': 7.79, 'actual_hits_net_avg': -0.79, 'pred_runs_avg': 3.17, 'pred_runs_against_avg': 3.95, 'runs_pred_net_avg': -0.78, 'actual_runs_avg': 3.53, 'actual_runs_against_avg': 4.21, 'actual_runs_net_avg': -0.68, 'roi_ml_results_roi': -42.98, 'roi_spread_results_roi': -62.08, 'roi_total_over_results_roi': -80.46, 'roi_total_under_results_roi': 10.44}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 118.96900044113666, 'pred_hits_against_sum': 141.82644729997673, 'hits_pred_net_sum': -22.857446858840042, 'actual_hits_sum': 133.0, 'actual_hits_against_sum': 148.0, 'actual_hits_net_sum': -15.0, 'pred_runs_sum': 58.74499788137559, 'pred_runs_against_sum': 75.32232897821133, 'runs_pred_net_sum': -16.577331096835742, 'actual_runs_sum': 67.0, 'actual_runs_against_sum': 80.0, 'actual_runs_net_sum': -13.0, 'roi_ml_results_sum': -816.67, 'roi_spread_results_sum': -1055.35, 'roi_total_over_results_sum': -1718.03, 'roi_total_under_results_sum': 380.26, 'pred_hits_avg': 6.26, 'pred_hits_against_avg': 7.46, 'hits_pred_net_avg': -1.2, 'actual_hits_avg': 7.0, 'actual_hits_against_avg': 7.79, 'actual_hits_net_avg': -0.79, 'pred_runs_avg': 3.09, 'pred_runs_against_avg': 3.96, 'runs_pred_net_avg': -0.87, 'actual_runs_avg': 3.53, 'actual_runs_against_avg': 4.21, 'actual_runs_net_avg': -0.68, 'roi_ml_results_roi': -42.98, 'roi_spread_results_roi': -62.08, 'roi_total_over_results_roi': -90.42, 'roi_total_under_results_roi': 20.01})}), 'HOU': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48f51760>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 92.88693551031012, 'pred_hits_against_sum': 118.29107997265892, 'hits_pred_net_sum': -25.404144462348796, 'actual_hits_sum': 131.0, 'actual_hits_against_sum': 128.0, 'actual_hits_net_sum': 3.0, 'pred_runs_sum': 35.85638257511322, 'pred_runs_against_sum': 63.311438561438564, 'runs_pred_net_sum': -27.45505598632534, 'actual_runs_sum': 69.0, 'actual_runs_against_sum': 73.0, 'actual_runs_net_sum': -4.0, 'roi_ml_results_sum': -663.48, 'roi_spread_results_sum': -722.94, 'roi_total_over_results_sum': -1500.0, 'roi_total_under_results_sum': -11.1, 'pred_hits_avg': 5.16, 'pred_hits_against_avg': 6.57, 'hits_pred_net_avg': -1.41, 'actual_hits_avg': 7.28, 'actual_hits_against_avg': 7.11, 'actual_hits_net_avg': 0.17, 'pred_runs_avg': 1.99, 'pred_runs_against_avg': 3.52, 'runs_pred_net_avg': -1.53, 'actual_runs_avg': 3.83, 'actual_runs_against_avg': 4.06, 'actual_runs_net_avg': -0.22, 'roi_ml_results_roi': -41.47, 'roi_spread_results_roi': -51.64, 'roi_total_over_results_roi': -100.0, 'roi_total_under_results_roi': -0.74}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 114.96928910872413, 'pred_hits_against_sum': 110.62243089727606, 'hits_pred_net_sum': 4.346858211448048, 'actual_hits_sum': 131.0, 'actual_hits_against_sum': 128.0, 'actual_hits_net_sum': 3.0, 'pred_runs_sum': 60.527559373031494, 'pred_runs_against_sum': 83.64810901173131, 'runs_pred_net_sum': -23.1205496386998, 'actual_runs_sum': 69.0, 'actual_runs_against_sum': 73.0, 'actual_runs_net_sum': -4.0, 'roi_ml_results_sum': -912.67, 'roi_spread_results_sum': -434.94, 'roi_total_over_results_sum': -1309.09, 'roi_total_under_results_sum': -566.99, 'pred_hits_avg': 6.39, 'pred_hits_against_avg': 6.15, 'hits_pred_net_avg': 0.24, 'actual_hits_avg': 7.28, 'actual_hits_against_avg': 7.11, 'actual_hits_net_avg': 0.17, 'pred_runs_avg': 3.36, 'pred_runs_against_avg': 4.65, 'runs_pred_net_avg': -1.28, 'actual_runs_avg': 3.83, 'actual_runs_against_avg': 4.06, 'actual_runs_net_avg': -0.22, 'roi_ml_results_roi': -57.04, 'roi_spread_results_roi': -31.07, 'roi_total_over_results_roi': -87.27, 'roi_total_under_results_roi': -37.8}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 114.72173387757752, 'pred_hits_against_sum': 133.67997835497835, 'hits_pred_net_sum': -18.958244477400825, 'actual_hits_sum': 131.0, 'actual_hits_against_sum': 128.0, 'actual_hits_net_sum': 3.0, 'pred_runs_sum': 53.557213052685185, 'pred_runs_against_sum': 74.04185200764148, 'runs_pred_net_sum': -20.484638954956296, 'actual_runs_sum': 69.0, 'actual_runs_against_sum': 73.0, 'actual_runs_net_sum': -4.0, 'roi_ml_results_sum': -1000.0, 'roi_spread_results_sum': 7.06, 'roi_total_over_results_sum': -1109.09, 'roi_total_under_results_sum': -207.25, 'pred_hits_avg': 6.37, 'pred_hits_against_avg': 7.43, 'hits_pred_net_avg': -1.05, 'actual_hits_avg': 7.28, 'actual_hits_against_avg': 7.11, 'actual_hits_net_avg': 0.17, 'pred_runs_avg': 2.98, 'pred_runs_against_avg': 4.11, 'runs_pred_net_avg': -1.14, 'actual_runs_avg': 3.83, 'actual_runs_against_avg': 4.06, 'actual_runs_net_avg': -0.22, 'roi_ml_results_roi': -62.5, 'roi_spread_results_roi': 0.5, 'roi_total_over_results_roi': -73.94, 'roi_total_under_results_roi': -13.82}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 112.2956451701034, 'pred_hits_against_sum': 131.97010075694286, 'hits_pred_net_sum': -19.67445558683949, 'actual_hits_sum': 131.0, 'actual_hits_against_sum': 128.0, 'actual_hits_net_sum': 3.0, 'pred_runs_sum': 51.12891564919429, 'pred_runs_against_sum': 72.13847273584116, 'runs_pred_net_sum': -21.00955708664687, 'actual_runs_sum': 69.0, 'actual_runs_against_sum': 73.0, 'actual_runs_net_sum': -4.0, 'roi_ml_results_sum': -716.67, 'roi_spread_results_sum': 7.06, 'roi_total_over_results_sum': -1500.0, 'roi_total_under_results_sum': -11.1, 'pred_hits_avg': 6.24, 'pred_hits_against_avg': 7.33, 'hits_pred_net_avg': -1.09, 'actual_hits_avg': 7.28, 'actual_hits_against_avg': 7.11, 'actual_hits_net_avg': 0.17, 'pred_runs_avg': 2.84, 'pred_runs_against_avg': 4.01, 'runs_pred_net_avg': -1.17, 'actual_runs_avg': 3.83, 'actual_runs_against_avg': 4.06, 'actual_runs_net_avg': -0.22, 'roi_ml_results_roi': -44.79, 'roi_spread_results_roi': 0.5, 'roi_total_over_results_roi': -100.0, 'roi_total_under_results_roi': -0.74})}), 'LAD': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48f516c0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 132.95392617358561, 'pred_hits_against_sum': 152.41269707244942, 'hits_pred_net_sum': -19.458770898863783, 'actual_hits_sum': 145.0, 'actual_hits_against_sum': 141.0, 'actual_hits_net_sum': 4.0, 'pred_runs_sum': 103.78188172336777, 'pred_runs_against_sum': 84.54233489248968, 'runs_pred_net_sum': 19.2395468308781, 'actual_runs_sum': 87.0, 'actual_runs_against_sum': 81.0, 'actual_runs_net_sum': 6.0, 'roi_ml_results_sum': -335.93, 'roi_spread_results_sum': -668.0, 'roi_total_over_results_sum': -544.11, 'roi_total_under_results_sum': -1300.0, 'pred_hits_avg': 7.0, 'pred_hits_against_avg': 8.02, 'hits_pred_net_avg': -1.02, 'actual_hits_avg': 7.63, 'actual_hits_against_avg': 7.42, 'actual_hits_net_avg': 0.21, 'pred_runs_avg': 5.46, 'pred_runs_against_avg': 4.45, 'runs_pred_net_avg': 1.01, 'actual_runs_avg': 4.58, 'actual_runs_against_avg': 4.26, 'actual_runs_net_avg': 0.32, 'roi_ml_results_roi': -22.4, 'roi_spread_results_roi': -60.73, 'roi_total_over_results_roi': -41.85, 'roi_total_under_results_roi': -100.0}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 132.7534767477105, 'pred_hits_against_sum': 129.04047469558307, 'hits_pred_net_sum': 3.713002052127414, 'actual_hits_sum': 145.0, 'actual_hits_against_sum': 141.0, 'actual_hits_net_sum': 4.0, 'pred_runs_sum': 82.93780530614902, 'pred_runs_against_sum': 95.74107879994104, 'runs_pred_net_sum': -12.803273493792016, 'actual_runs_sum': 87.0, 'actual_runs_against_sum': 81.0, 'actual_runs_net_sum': 6.0, 'roi_ml_results_sum': -624.53, 'roi_spread_results_sum': -672.0, 'roi_total_over_results_sum': -150.83, 'roi_total_under_results_sum': -1300.0, 'pred_hits_avg': 6.99, 'pred_hits_against_avg': 6.79, 'hits_pred_net_avg': 0.2, 'actual_hits_avg': 7.63, 'actual_hits_against_avg': 7.42, 'actual_hits_net_avg': 0.21, 'pred_runs_avg': 4.37, 'pred_runs_against_avg': 5.04, 'runs_pred_net_avg': -0.67, 'actual_runs_avg': 4.58, 'actual_runs_against_avg': 4.26, 'actual_runs_net_avg': 0.32, 'roi_ml_results_roi': -41.64, 'roi_spread_results_roi': -61.09, 'roi_total_over_results_roi': -11.6, 'roi_total_under_results_roi': -100.0}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 139.63133868625354, 'pred_hits_against_sum': 141.15454802335609, 'hits_pred_net_sum': -1.5232093371025277, 'actual_hits_sum': 145.0, 'actual_hits_against_sum': 141.0, 'actual_hits_net_sum': 4.0, 'pred_runs_sum': 95.94547043084195, 'pred_runs_against_sum': 72.06452154226923, 'runs_pred_net_sum': 23.88094888857273, 'actual_runs_sum': 87.0, 'actual_runs_against_sum': 81.0, 'actual_runs_net_sum': 6.0, 'roi_ml_results_sum': -87.81, 'roi_spread_results_sum': -469.92, 'roi_total_over_results_sum': -159.92, 'roi_total_under_results_sum': -729.09, 'pred_hits_avg': 7.35, 'pred_hits_against_avg': 7.43, 'hits_pred_net_avg': -0.08, 'actual_hits_avg': 7.63, 'actual_hits_against_avg': 7.42, 'actual_hits_net_avg': 0.21, 'pred_runs_avg': 5.05, 'pred_runs_against_avg': 3.79, 'runs_pred_net_avg': 1.26, 'actual_runs_avg': 4.58, 'actual_runs_against_avg': 4.26, 'actual_runs_net_avg': 0.32, 'roi_ml_results_roi': -6.75, 'roi_spread_results_roi': -42.72, 'roi_total_over_results_roi': -12.3, 'roi_total_under_results_roi': -56.08}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 138.8894039626238, 'pred_hits_against_sum': 142.4054534732553, 'hits_pred_net_sum': -3.516049510631561, 'actual_hits_sum': 145.0, 'actual_hits_against_sum': 141.0, 'actual_hits_net_sum': 4.0, 'pred_runs_sum': 96.81618279667815, 'pred_runs_against_sum': 73.45094524784928, 'runs_pred_net_sum': 23.365237548828883, 'actual_runs_sum': 87.0, 'actual_runs_against_sum': 81.0, 'actual_runs_net_sum': 6.0, 'roi_ml_results_sum': -87.81, 'roi_spread_results_sum': -473.92, 'roi_total_over_results_sum': -159.92, 'roi_total_under_results_sum': -729.09, 'pred_hits_avg': 7.31, 'pred_hits_against_avg': 7.5, 'hits_pred_net_avg': -0.19, 'actual_hits_avg': 7.63, 'actual_hits_against_avg': 7.42, 'actual_hits_net_avg': 0.21, 'pred_runs_avg': 5.1, 'pred_runs_against_avg': 3.87, 'runs_pred_net_avg': 1.23, 'actual_runs_avg': 4.58, 'actual_runs_against_avg': 4.26, 'actual_runs_net_avg': 0.32, 'roi_ml_results_roi': -6.75, 'roi_spread_results_roi': -43.08, 'roi_total_over_results_roi': -12.3, 'roi_total_under_results_roi': -56.08})}), 'NYY': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48f50ae0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 202.27392136587184, 'pred_hits_against_sum': 156.42356446443134, 'hits_pred_net_sum': 45.850356901440485, 'actual_hits_sum': 163.0, 'actual_hits_against_sum': 120.0, 'actual_hits_net_sum': 43.0, 'pred_runs_sum': 207.36099268808243, 'pred_runs_against_sum': 85.62095965609896, 'runs_pred_net_sum': 121.7400330319835, 'actual_runs_sum': 110.0, 'actual_runs_against_sum': 84.0, 'actual_runs_net_sum': 26.0, 'roi_ml_results_sum': -437.97, 'roi_spread_results_sum': 60.18, 'roi_total_over_results_sum': 346.22, 'roi_total_under_results_sum': -1200.0, 'pred_hits_avg': 10.65, 'pred_hits_against_avg': 8.23, 'hits_pred_net_avg': 2.41, 'actual_hits_avg': 8.58, 'actual_hits_against_avg': 6.32, 'actual_hits_net_avg': 2.26, 'pred_runs_avg': 10.91, 'pred_runs_against_avg': 4.51, 'runs_pred_net_avg': 6.41, 'actual_runs_avg': 5.79, 'actual_runs_against_avg': 4.42, 'actual_runs_net_avg': 1.37, 'roi_ml_results_roi': -33.69, 'roi_spread_results_roi': 6.02, 'roi_total_over_results_roi': 28.85, 'roi_total_under_results_roi': -100.0}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 194.33781430128178, 'pred_hits_against_sum': 135.15832982806663, 'hits_pred_net_sum': 59.179484473215176, 'actual_hits_sum': 163.0, 'actual_hits_against_sum': 120.0, 'actual_hits_net_sum': 43.0, 'pred_runs_sum': 214.61354933765924, 'pred_runs_against_sum': 97.97848830735823, 'runs_pred_net_sum': 116.63506103030105, 'actual_runs_sum': 110.0, 'actual_runs_against_sum': 84.0, 'actual_runs_net_sum': 26.0, 'roi_ml_results_sum': -164.44, 'roi_spread_results_sum': 60.18, 'roi_total_over_results_sum': 346.22, 'roi_total_under_results_sum': -1200.0, 'pred_hits_avg': 10.23, 'pred_hits_against_avg': 7.11, 'hits_pred_net_avg': 3.11, 'actual_hits_avg': 8.58, 'actual_hits_against_avg': 6.32, 'actual_hits_net_avg': 2.26, 'pred_runs_avg': 11.3, 'pred_runs_against_avg': 5.16, 'runs_pred_net_avg': 6.14, 'actual_runs_avg': 5.79, 'actual_runs_against_avg': 4.42, 'actual_runs_net_avg': 1.37, 'roi_ml_results_roi': -12.65, 'roi_spread_results_roi': 6.02, 'roi_total_over_results_roi': 28.85, 'roi_total_under_results_roi': -100.0}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 180.09348034146797, 'pred_hits_against_sum': 156.2291886647924, 'hits_pred_net_sum': 23.864291676675577, 'actual_hits_sum': 163.0, 'actual_hits_against_sum': 120.0, 'actual_hits_net_sum': 43.0, 'pred_runs_sum': 148.9652481720206, 'pred_runs_against_sum': 84.33470646140925, 'runs_pred_net_sum': 64.63054171061137, 'actual_runs_sum': 110.0, 'actual_runs_against_sum': 84.0, 'actual_runs_net_sum': 26.0, 'roi_ml_results_sum': -264.44, 'roi_spread_results_sum': 60.18, 'roi_total_over_results_sum': 346.22, 'roi_total_under_results_sum': -1200.0, 'pred_hits_avg': 9.48, 'pred_hits_against_avg': 8.22, 'hits_pred_net_avg': 1.26, 'actual_hits_avg': 8.58, 'actual_hits_against_avg': 6.32, 'actual_hits_net_avg': 2.26, 'pred_runs_avg': 7.84, 'pred_runs_against_avg': 4.44, 'runs_pred_net_avg': 3.4, 'actual_runs_avg': 5.79, 'actual_runs_against_avg': 4.42, 'actual_runs_net_avg': 1.37, 'roi_ml_results_roi': -20.34, 'roi_spread_results_roi': 6.02, 'roi_total_over_results_roi': 28.85, 'roi_total_under_results_roi': -100.0}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 181.05797378862394, 'pred_hits_against_sum': 156.25078597586338, 'hits_pred_net_sum': 24.80718781276057, 'actual_hits_sum': 163.0, 'actual_hits_against_sum': 120.0, 'actual_hits_net_sum': 43.0, 'pred_runs_sum': 152.78699756269415, 'pred_runs_against_sum': 83.31095681637477, 'runs_pred_net_sum': 69.47604074631938, 'actual_runs_sum': 110.0, 'actual_runs_against_sum': 84.0, 'actual_runs_net_sum': 26.0, 'roi_ml_results_sum': -264.44, 'roi_spread_results_sum': 60.18, 'roi_total_over_results_sum': 346.22, 'roi_total_under_results_sum': -1200.0, 'pred_hits_avg': 9.53, 'pred_hits_against_avg': 8.22, 'hits_pred_net_avg': 1.31, 'actual_hits_avg': 8.58, 'actual_hits_against_avg': 6.32, 'actual_hits_net_avg': 2.26, 'pred_runs_avg': 8.04, 'pred_runs_against_avg': 4.38, 'runs_pred_net_avg': 3.66, 'actual_runs_avg': 5.79, 'actual_runs_against_avg': 4.42, 'actual_runs_net_avg': 1.37, 'roi_ml_results_roi': -20.34, 'roi_spread_results_roi': 6.02, 'roi_total_over_results_roi': 28.85, 'roi_total_under_results_roi': -100.0})}), 'SDP': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48f53ce0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 174.61034390446153, 'pred_hits_against_sum': 136.91174046112127, 'hits_pred_net_sum': 37.69860344334029, 'actual_hits_sum': 173.0, 'actual_hits_against_sum': 122.0, 'actual_hits_net_sum': 51.0, 'pred_runs_sum': 103.25472300317503, 'pred_runs_against_sum': 77.0512890446327, 'runs_pred_net_sum': 26.20343395854232, 'actual_runs_sum': 85.0, 'actual_runs_against_sum': 53.0, 'actual_runs_net_sum': 32.0, 'roi_ml_results_sum': -307.67, 'roi_spread_results_sum': -569.04, 'roi_total_over_results_sum': -1018.18, 'roi_total_under_results_sum': -1016.67, 'pred_hits_avg': 9.19, 'pred_hits_against_avg': 7.21, 'hits_pred_net_avg': 1.98, 'actual_hits_avg': 9.11, 'actual_hits_against_avg': 6.42, 'actual_hits_net_avg': 2.68, 'pred_runs_avg': 5.43, 'pred_runs_against_avg': 4.06, 'runs_pred_net_avg': 1.38, 'actual_runs_avg': 4.47, 'actual_runs_against_avg': 2.79, 'actual_runs_net_avg': 1.68, 'roi_ml_results_roi': -19.23, 'roi_spread_results_roi': -51.73, 'roi_total_over_results_roi': -72.73, 'roi_total_under_results_roi': -72.62}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 181.52458957451213, 'pred_hits_against_sum': 139.16126837558727, 'hits_pred_net_sum': 42.363321198924886, 'actual_hits_sum': 173.0, 'actual_hits_against_sum': 122.0, 'actual_hits_net_sum': 51.0, 'pred_runs_sum': 135.23102149398588, 'pred_runs_against_sum': 84.834145060306, 'runs_pred_net_sum': 50.396876433679864, 'actual_runs_sum': 85.0, 'actual_runs_against_sum': 53.0, 'actual_runs_net_sum': 32.0, 'roi_ml_results_sum': -172.2, 'roi_spread_results_sum': 122.96, 'roi_total_over_results_sum': -252.02, 'roi_total_under_results_sum': -1200.0, 'pred_hits_avg': 9.55, 'pred_hits_against_avg': 7.32, 'hits_pred_net_avg': 2.23, 'actual_hits_avg': 9.11, 'actual_hits_against_avg': 6.42, 'actual_hits_net_avg': 2.68, 'pred_runs_avg': 7.12, 'pred_runs_against_avg': 4.46, 'runs_pred_net_avg': 2.65, 'actual_runs_avg': 4.47, 'actual_runs_against_avg': 2.79, 'actual_runs_net_avg': 1.68, 'roi_ml_results_roi': -11.48, 'roi_spread_results_roi': 11.18, 'roi_total_over_results_roi': -18.0, 'roi_total_under_results_roi': -85.71}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 173.17758597611538, 'pred_hits_against_sum': 153.05405238036815, 'hits_pred_net_sum': 20.123533595747222, 'actual_hits_sum': 173.0, 'actual_hits_against_sum': 122.0, 'actual_hits_net_sum': 51.0, 'pred_runs_sum': 88.36368075079376, 'pred_runs_against_sum': 87.1655119734067, 'runs_pred_net_sum': 1.1981687773870462, 'actual_runs_sum': 85.0, 'actual_runs_against_sum': 53.0, 'actual_runs_net_sum': 32.0, 'roi_ml_results_sum': -197.85, 'roi_spread_results_sum': -181.58, 'roi_total_over_results_sum': -252.02, 'roi_total_under_results_sum': -1029.71, 'pred_hits_avg': 9.11, 'pred_hits_against_avg': 8.06, 'hits_pred_net_avg': 1.06, 'actual_hits_avg': 9.11, 'actual_hits_against_avg': 6.42, 'actual_hits_net_avg': 2.68, 'pred_runs_avg': 4.65, 'pred_runs_against_avg': 4.59, 'runs_pred_net_avg': 0.06, 'actual_runs_avg': 4.47, 'actual_runs_against_avg': 2.79, 'actual_runs_net_avg': 1.68, 'roi_ml_results_roi': -12.37, 'roi_spread_results_roi': -16.51, 'roi_total_over_results_roi': -18.0, 'roi_total_under_results_roi': -73.55}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 173.33678130148718, 'pred_hits_against_sum': 151.26046216711853, 'hits_pred_net_sum': 22.076319134368664, 'actual_hits_sum': 173.0, 'actual_hits_against_sum': 122.0, 'actual_hits_net_sum': 51.0, 'pred_runs_sum': 90.01824100105834, 'pred_runs_against_sum': 86.04170942576515, 'runs_pred_net_sum': 3.9765315752931834, 'actual_runs_sum': 85.0, 'actual_runs_against_sum': 53.0, 'actual_runs_net_sum': 32.0, 'roi_ml_results_sum': -17.85, 'roi_spread_results_sum': -35.04, 'roi_total_over_results_sum': -252.02, 'roi_total_under_results_sum': -1029.71, 'pred_hits_avg': 9.12, 'pred_hits_against_avg': 7.96, 'hits_pred_net_avg': 1.16, 'actual_hits_avg': 9.11, 'actual_hits_against_avg': 6.42, 'actual_hits_net_avg': 2.68, 'pred_runs_avg': 4.74, 'pred_runs_against_avg': 4.53, 'runs_pred_net_avg': 0.21, 'actual_runs_avg': 4.47, 'actual_runs_against_avg': 2.79, 'actual_runs_net_avg': 1.68, 'roi_ml_results_roi': -1.12, 'roi_spread_results_roi': -3.19, 'roi_total_over_results_roi': -18.0, 'roi_total_under_results_roi': -73.55})}), 'TEX': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48f53b00>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 127.89043455684323, 'pred_hits_against_sum': 135.3231030579328, 'hits_pred_net_sum': -7.432668501089556, 'actual_hits_sum': 135.0, 'actual_hits_against_sum': 134.0, 'actual_hits_net_sum': 1.0, 'pred_runs_sum': 51.0782659892567, 'pred_runs_against_sum': 79.93735284323519, 'runs_pred_net_sum': -28.859086853978493, 'actual_runs_sum': 61.0, 'actual_runs_against_sum': 72.0, 'actual_runs_net_sum': -11.0, 'roi_ml_results_sum': -1111.54, 'roi_spread_results_sum': -1137.32, 'roi_total_over_results_sum': -1704.76, 'roi_total_under_results_sum': 20.06, 'pred_hits_avg': 6.73, 'pred_hits_against_avg': 7.12, 'hits_pred_net_avg': -0.39, 'actual_hits_avg': 7.11, 'actual_hits_against_avg': 7.05, 'actual_hits_net_avg': 0.05, 'pred_runs_avg': 2.69, 'pred_runs_against_avg': 4.21, 'runs_pred_net_avg': -1.52, 'actual_runs_avg': 3.21, 'actual_runs_against_avg': 3.79, 'actual_runs_net_avg': -0.58, 'roi_ml_results_roi': -58.5, 'roi_spread_results_roi': -71.08, 'roi_total_over_results_roi': -89.72, 'roi_total_under_results_roi': 1.06}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 148.8916356476341, 'pred_hits_against_sum': 92.01623107284871, 'hits_pred_net_sum': 56.87540457478538, 'actual_hits_sum': 135.0, 'actual_hits_against_sum': 134.0, 'actual_hits_net_sum': 1.0, 'pred_runs_sum': 50.469958124950416, 'pred_runs_against_sum': 107.49775514732946, 'runs_pred_net_sum': -57.027797022379055, 'actual_runs_sum': 61.0, 'actual_runs_against_sum': 72.0, 'actual_runs_net_sum': -11.0, 'roi_ml_results_sum': -791.38, 'roi_spread_results_sum': -1183.82, 'roi_total_over_results_sum': -1331.88, 'roi_total_under_results_sum': -170.85, 'pred_hits_avg': 7.84, 'pred_hits_against_avg': 4.84, 'hits_pred_net_avg': 2.99, 'actual_hits_avg': 7.11, 'actual_hits_against_avg': 7.05, 'actual_hits_net_avg': 0.05, 'pred_runs_avg': 2.66, 'pred_runs_against_avg': 5.66, 'runs_pred_net_avg': -3.0, 'actual_runs_avg': 3.21, 'actual_runs_against_avg': 3.79, 'actual_runs_net_avg': -0.58, 'roi_ml_results_roi': -41.65, 'roi_spread_results_roi': -73.99, 'roi_total_over_results_roi': -70.1, 'roi_total_under_results_roi': -8.99}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 124.44760863921081, 'pred_hits_against_sum': 146.65608435681966, 'hits_pred_net_sum': -22.208475717608845, 'actual_hits_sum': 135.0, 'actual_hits_against_sum': 134.0, 'actual_hits_net_sum': 1.0, 'pred_runs_sum': 60.16956649731417, 'pred_runs_against_sum': 86.18400398620986, 'runs_pred_net_sum': -26.014437488895695, 'actual_runs_sum': 61.0, 'actual_runs_against_sum': 72.0, 'actual_runs_net_sum': -11.0, 'roi_ml_results_sum': -976.59, 'roi_spread_results_sum': -578.84, 'roi_total_over_results_sum': -1340.82, 'roi_total_under_results_sum': 29.15, 'pred_hits_avg': 6.55, 'pred_hits_against_avg': 7.72, 'hits_pred_net_avg': -1.17, 'actual_hits_avg': 7.11, 'actual_hits_against_avg': 7.05, 'actual_hits_net_avg': 0.05, 'pred_runs_avg': 3.17, 'pred_runs_against_avg': 4.54, 'runs_pred_net_avg': -1.37, 'actual_runs_avg': 3.21, 'actual_runs_against_avg': 3.79, 'actual_runs_net_avg': -0.58, 'roi_ml_results_roi': -51.4, 'roi_spread_results_roi': -36.18, 'roi_total_over_results_roi': -70.57, 'roi_total_under_results_roi': 1.53}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 124.83014485228105, 'pred_hits_against_sum': 145.39686421249885, 'hits_pred_net_sum': -20.566719360217824, 'actual_hits_sum': 135.0, 'actual_hits_against_sum': 134.0, 'actual_hits_net_sum': 1.0, 'pred_runs_sum': 59.15942199641889, 'pred_runs_against_sum': 84.65659830365715, 'runs_pred_net_sum': -25.497176307238238, 'actual_runs_sum': 61.0, 'actual_runs_against_sum': 72.0, 'actual_runs_net_sum': -11.0, 'roi_ml_results_sum': -1300.0, 'roi_spread_results_sum': -578.84, 'roi_total_over_results_sum': -1340.82, 'roi_total_under_results_sum': 418.1, 'pred_hits_avg': 6.57, 'pred_hits_against_avg': 7.65, 'hits_pred_net_avg': -1.08, 'actual_hits_avg': 7.11, 'actual_hits_against_avg': 7.05, 'actual_hits_net_avg': 0.05, 'pred_runs_avg': 3.11, 'pred_runs_against_avg': 4.46, 'runs_pred_net_avg': -1.34, 'actual_runs_avg': 3.21, 'actual_runs_against_avg': 3.79, 'actual_runs_net_avg': -0.58, 'roi_ml_results_roi': -68.42, 'roi_spread_results_roi': -36.18, 'roi_total_over_results_roi': -70.57, 'roi_total_under_results_roi': 22.01})}), 'COL': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48f504a0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 117.47569424040012, 'pred_hits_against_sum': 126.06400512971717, 'hits_pred_net_sum': -8.588310889317073, 'actual_hits_sum': 125.0, 'actual_hits_against_sum': 168.0, 'actual_hits_net_sum': -43.0, 'pred_runs_sum': 37.36338791927027, 'pred_runs_against_sum': 88.90798617447223, 'runs_pred_net_sum': -51.54459825520196, 'actual_runs_sum': 50.0, 'actual_runs_against_sum': 100.0, 'actual_runs_net_sum': -50.0, 'roi_ml_results_sum': 106.0, 'roi_spread_results_sum': -603.31, 'roi_total_over_results_sum': -1200.0, 'roi_total_under_results_sum': -451.23, 'pred_hits_avg': 6.91, 'pred_hits_against_avg': 7.42, 'hits_pred_net_avg': -0.51, 'actual_hits_avg': 7.35, 'actual_hits_against_avg': 9.88, 'actual_hits_net_avg': -2.53, 'pred_runs_avg': 2.2, 'pred_runs_against_avg': 5.23, 'runs_pred_net_avg': -3.03, 'actual_runs_avg': 2.94, 'actual_runs_against_avg': 5.88, 'actual_runs_net_avg': -2.94, 'roi_ml_results_roi': 8.83, 'roi_spread_results_roi': -54.85, 'roi_total_over_results_roi': -100.0, 'roi_total_under_results_roi': -37.6}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 109.75658655070418, 'pred_hits_against_sum': 136.49921061910229, 'hits_pred_net_sum': -26.7426240683981, 'actual_hits_sum': 125.0, 'actual_hits_against_sum': 168.0, 'actual_hits_net_sum': -43.0, 'pred_runs_sum': 37.23208090928678, 'pred_runs_against_sum': 107.79135263601206, 'runs_pred_net_sum': -70.5592717267253, 'actual_runs_sum': 50.0, 'actual_runs_against_sum': 100.0, 'actual_runs_net_sum': -50.0, 'roi_ml_results_sum': -94.0, 'roi_spread_results_sum': -767.41, 'roi_total_over_results_sum': -813.85, 'roi_total_under_results_sum': -451.23, 'pred_hits_avg': 6.46, 'pred_hits_against_avg': 8.03, 'hits_pred_net_avg': -1.57, 'actual_hits_avg': 7.35, 'actual_hits_against_avg': 9.88, 'actual_hits_net_avg': -2.53, 'pred_runs_avg': 2.19, 'pred_runs_against_avg': 6.34, 'runs_pred_net_avg': -4.15, 'actual_runs_avg': 2.94, 'actual_runs_against_avg': 5.88, 'actual_runs_net_avg': -2.94, 'roi_ml_results_roi': -7.83, 'roi_spread_results_roi': -69.76, 'roi_total_over_results_roi': -67.82, 'roi_total_under_results_roi': -37.6}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 125.2855902267667, 'pred_hits_against_sum': 145.17422496663983, 'hits_pred_net_sum': -19.88863473987313, 'actual_hits_sum': 125.0, 'actual_hits_against_sum': 168.0, 'actual_hits_net_sum': -43.0, 'pred_runs_sum': 44.59084697981757, 'pred_runs_against_sum': 75.35824654361805, 'runs_pred_net_sum': -30.767399563800492, 'actual_runs_sum': 50.0, 'actual_runs_against_sum': 100.0, 'actual_runs_net_sum': -50.0, 'roi_ml_results_sum': -400.0, 'roi_spread_results_sum': -767.41, 'roi_total_over_results_sum': -1200.0, 'roi_total_under_results_sum': -269.26, 'pred_hits_avg': 7.37, 'pred_hits_against_avg': 8.54, 'hits_pred_net_avg': -1.17, 'actual_hits_avg': 7.35, 'actual_hits_against_avg': 9.88, 'actual_hits_net_avg': -2.53, 'pred_runs_avg': 2.62, 'pred_runs_against_avg': 4.43, 'runs_pred_net_avg': -1.81, 'actual_runs_avg': 2.94, 'actual_runs_against_avg': 5.88, 'actual_runs_net_avg': -2.94, 'roi_ml_results_roi': -33.33, 'roi_spread_results_roi': -69.76, 'roi_total_over_results_roi': -100.0, 'roi_total_under_results_roi': -22.44}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 124.4178240060593, 'pred_hits_against_sum': 143.0508672069818, 'hits_pred_net_sum': -18.633043200922454, 'actual_hits_sum': 125.0, 'actual_hits_against_sum': 168.0, 'actual_hits_net_sum': -43.0, 'pred_runs_sum': 43.380388565682686, 'pred_runs_against_sum': 76.86377316926853, 'runs_pred_net_sum': -33.48338460358584, 'actual_runs_sum': 50.0, 'actual_runs_against_sum': 100.0, 'actual_runs_net_sum': -50.0, 'roi_ml_results_sum': -400.0, 'roi_spread_results_sum': -767.41, 'roi_total_over_results_sum': -1200.0, 'roi_total_under_results_sum': -269.26, 'pred_hits_avg': 7.32, 'pred_hits_against_avg': 8.41, 'hits_pred_net_avg': -1.1, 'actual_hits_avg': 7.35, 'actual_hits_against_avg': 9.88, 'actual_hits_net_avg': -2.53, 'pred_runs_avg': 2.55, 'pred_runs_against_avg': 4.52, 'runs_pred_net_avg': -1.97, 'actual_runs_avg': 2.94, 'actual_runs_against_avg': 5.88, 'actual_runs_net_avg': -2.94, 'roi_ml_results_roi': -33.33, 'roi_spread_results_roi': -69.76, 'roi_total_over_results_roi': -100.0, 'roi_total_under_results_roi': -22.44})}), 'WSN': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e48f522a0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 136.06045196633437, 'pred_hits_against_sum': 139.05133237935092, 'hits_pred_net_sum': -2.990880413016634, 'actual_hits_sum': 133.0, 'actual_hits_against_sum': 167.0, 'actual_hits_net_sum': -34.0, 'pred_runs_sum': 64.5345688539187, 'pred_runs_against_sum': 85.99977545674139, 'runs_pred_net_sum': -21.4652066028227, 'actual_runs_sum': 74.0, 'actual_runs_against_sum': 90.0, 'actual_runs_net_sum': -16.0, 'roi_ml_results_sum': -992.0, 'roi_spread_results_sum': -834.75, 'roi_total_over_results_sum': -862.76, 'roi_total_under_results_sum': -1030.84, 'pred_hits_avg': 7.56, 'pred_hits_against_avg': 7.73, 'hits_pred_net_avg': -0.17, 'actual_hits_avg': 7.39, 'actual_hits_against_avg': 9.28, 'actual_hits_net_avg': -1.89, 'pred_runs_avg': 3.59, 'pred_runs_against_avg': 4.78, 'runs_pred_net_avg': -1.19, 'actual_runs_avg': 4.11, 'actual_runs_against_avg': 5.0, 'actual_runs_net_avg': -0.89, 'roi_ml_results_roi': -55.11, 'roi_spread_results_roi': -49.1, 'roi_total_over_results_roi': -47.93, 'roi_total_under_results_roi': -57.27}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_hits_sum': 136.23908709969083, 'pred_hits_against_sum': 144.6234022298651, 'hits_pred_net_sum': -8.384315130174286, 'actual_hits_sum': 133.0, 'actual_hits_against_sum': 167.0, 'actual_hits_net_sum': -34.0, 'pred_runs_sum': 72.15014834236965, 'pred_runs_against_sum': 85.61491882730276, 'runs_pred_net_sum': -13.464770484933108, 'actual_runs_sum': 74.0, 'actual_runs_against_sum': 90.0, 'actual_runs_net_sum': -16.0, 'roi_ml_results_sum': -267.0, 'roi_spread_results_sum': -427.65, 'roi_total_over_results_sum': -103.35, 'roi_total_under_results_sum': -860.55, 'pred_hits_avg': 7.57, 'pred_hits_against_avg': 8.03, 'hits_pred_net_avg': -0.47, 'actual_hits_avg': 7.39, 'actual_hits_against_avg': 9.28, 'actual_hits_net_avg': -1.89, 'pred_runs_avg': 4.01, 'pred_runs_against_avg': 4.76, 'runs_pred_net_avg': -0.75, 'actual_runs_avg': 4.11, 'actual_runs_against_avg': 5.0, 'actual_runs_net_avg': -0.89, 'roi_ml_results_roi': -14.83, 'roi_spread_results_roi': -25.16, 'roi_total_over_results_roi': -5.74, 'roi_total_under_results_roi': -47.81}), 'cdf_results': defaultdict(<class 'float'>, {'pred_hits_sum': 136.15327088632046, 'pred_hits_against_sum': 143.56851250314872, 'hits_pred_net_sum': -7.415241616828302, 'actual_hits_sum': 133.0, 'actual_hits_against_sum': 167.0, 'actual_hits_net_sum': -34.0, 'pred_runs_sum': 75.58101063453232, 'pred_runs_against_sum': 88.1988335709698, 'runs_pred_net_sum': -12.617822936437488, 'actual_runs_sum': 74.0, 'actual_runs_against_sum': 90.0, 'actual_runs_net_sum': -16.0, 'roi_ml_results_sum': -810.03, 'roi_spread_results_sum': -867.47, 'roi_total_over_results_sum': 79.98, 'roi_total_under_results_sum': -1234.47, 'pred_hits_avg': 7.56, 'pred_hits_against_avg': 7.98, 'hits_pred_net_avg': -0.41, 'actual_hits_avg': 7.39, 'actual_hits_against_avg': 9.28, 'actual_hits_net_avg': -1.89, 'pred_runs_avg': 4.2, 'pred_runs_against_avg': 4.9, 'runs_pred_net_avg': -0.7, 'actual_runs_avg': 4.11, 'actual_runs_against_avg': 5.0, 'actual_runs_net_avg': -0.89, 'roi_ml_results_roi': -45.0, 'roi_spread_results_roi': -51.03, 'roi_total_over_results_roi': 4.44, 'roi_total_under_results_roi': -68.58}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_hits_sum': 134.97629100632193, 'pred_hits_against_sum': 143.06660360050455, 'hits_pred_net_sum': -8.09031259418256, 'actual_hits_sum': 133.0, 'actual_hits_against_sum': 167.0, 'actual_hits_net_sum': -34.0, 'pred_runs_sum': 74.35362821446412, 'pred_runs_against_sum': 87.95449378049996, 'runs_pred_net_sum': -13.600865566035843, 'actual_runs_sum': 74.0, 'actual_runs_against_sum': 90.0, 'actual_runs_net_sum': -16.0, 'roi_ml_results_sum': -810.03, 'roi_spread_results_sum': -867.47, 'roi_total_over_results_sum': 79.98, 'roi_total_under_results_sum': -1230.84, 'pred_hits_avg': 7.5, 'pred_hits_against_avg': 7.95, 'hits_pred_net_avg': -0.45, 'actual_hits_avg': 7.39, 'actual_hits_against_avg': 9.28, 'actual_hits_net_avg': -1.89, 'pred_runs_avg': 4.13, 'pred_runs_against_avg': 4.89, 'runs_pred_net_avg': -0.76, 'actual_runs_avg': 4.11, 'actual_runs_against_avg': 5.0, 'actual_runs_net_avg': -0.89, 'roi_ml_results_roi': -45.0, 'roi_spread_results_roi': -51.03, 'roi_total_over_results_roi': 4.44, 'roi_total_under_results_roi': -68.38})})}) |