| team_aggregates |
defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda> at 0x7b3f12b06e80>, {'MIA': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e6a165e40>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8841.754329003166, 'pred_points_against_sum': 9343.317449097161, 'points_pred_net_sum': -501.5631200939934, 'actual_points_sum': 9075.0, 'actual_points_against_sum': 9003.0, 'actual_points_net_sum': 72.0, 'roi_ml_results_sum': -4008.49, 'roi_spread_results_sum': -5331.96, 'roi_total_over_results_sum': -2855.76, 'roi_total_under_results_sum': -4765.24, 'pred_points_avg': 107.83, 'pred_points_against_avg': 113.94, 'points_pred_net_avg': -6.12, 'actual_points_avg': 110.67, 'actual_points_against_avg': 109.79, 'actual_points_net_avg': 0.88, 'roi_ml_results_roi': -48.88, 'roi_spread_results_roi': -65.02, 'roi_total_over_results_roi': -34.83, 'roi_total_under_results_roi': -58.11}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8453.832782425798, 'pred_points_against_sum': 9276.498627468005, 'points_pred_net_sum': -822.665845042209, 'actual_points_sum': 9075.0, 'actual_points_against_sum': 9003.0, 'actual_points_net_sum': 72.0, 'roi_ml_results_sum': -4424.13, 'roi_spread_results_sum': -7052.86, 'roi_total_over_results_sum': -4949.82, 'roi_total_under_results_sum': -3051.91, 'pred_points_avg': 103.1, 'pred_points_against_avg': 113.13, 'points_pred_net_avg': -10.03, 'actual_points_avg': 110.67, 'actual_points_against_avg': 109.79, 'actual_points_net_avg': 0.88, 'roi_ml_results_roi': -53.95, 'roi_spread_results_roi': -86.01, 'roi_total_over_results_roi': -60.36, 'roi_total_under_results_roi': -37.22}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9054.595208756813, 'pred_points_against_sum': 9386.796858231413, 'points_pred_net_sum': -332.2016494745974, 'actual_points_sum': 9075.0, 'actual_points_against_sum': 9003.0, 'actual_points_net_sum': 72.0, 'roi_ml_results_sum': -3612.55, 'roi_spread_results_sum': -4376.38, 'roi_total_over_results_sum': -1521.01, 'roi_total_under_results_sum': -6292.52, 'pred_points_avg': 110.42, 'pred_points_against_avg': 114.47, 'points_pred_net_avg': -4.05, 'actual_points_avg': 110.67, 'actual_points_against_avg': 109.79, 'actual_points_net_avg': 0.88, 'roi_ml_results_roi': -44.06, 'roi_spread_results_roi': -53.37, 'roi_total_over_results_roi': -18.55, 'roi_total_under_results_roi': -76.74}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9030.94622211752, 'pred_points_against_sum': 9381.965812772054, 'points_pred_net_sum': -351.0195906545302, 'actual_points_sum': 9075.0, 'actual_points_against_sum': 9003.0, 'actual_points_net_sum': 72.0, 'roi_ml_results_sum': -3418.21, 'roi_spread_results_sum': -4567.29, 'roi_total_over_results_sum': -1521.01, 'roi_total_under_results_sum': -6292.52, 'pred_points_avg': 110.13, 'pred_points_against_avg': 114.41, 'points_pred_net_avg': -4.28, 'actual_points_avg': 110.67, 'actual_points_against_avg': 109.79, 'actual_points_net_avg': 0.88, 'roi_ml_results_roi': -41.69, 'roi_spread_results_roi': -55.7, 'roi_total_over_results_roi': -18.55, 'roi_total_under_results_roi': -76.74})}), 'DAL': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e6a165620>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9466.732066860764, 'pred_points_against_sum': 9240.340424906095, 'points_pred_net_sum': 226.39164195467754, 'actual_points_sum': 9565.0, 'actual_points_against_sum': 9258.0, 'actual_points_net_sum': 307.0, 'roi_ml_results_sum': -633.47, 'roi_spread_results_sum': -1139.92, 'roi_total_over_results_sum': -4769.19, 'roi_total_under_results_sum': -4957.72, 'pred_points_avg': 115.45, 'pred_points_against_avg': 112.69, 'points_pred_net_avg': 2.76, 'actual_points_avg': 116.65, 'actual_points_against_avg': 112.9, 'actual_points_net_avg': 3.74, 'roi_ml_results_roi': -7.73, 'roi_spread_results_roi': -13.9, 'roi_total_over_results_roi': -58.16, 'roi_total_under_results_roi': -60.46}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9519.6976940747, 'pred_points_against_sum': 9187.557494403554, 'points_pred_net_sum': 332.140199671146, 'actual_points_sum': 9565.0, 'actual_points_against_sum': 9258.0, 'actual_points_net_sum': 307.0, 'roi_ml_results_sum': -839.15, 'roi_spread_results_sum': -1905.37, 'roi_total_over_results_sum': -3623.73, 'roi_total_under_results_sum': -3617.86, 'pred_points_avg': 116.09, 'pred_points_against_avg': 112.04, 'points_pred_net_avg': 4.05, 'actual_points_avg': 116.65, 'actual_points_against_avg': 112.9, 'actual_points_net_avg': 3.74, 'roi_ml_results_roi': -10.23, 'roi_spread_results_roi': -23.24, 'roi_total_over_results_roi': -44.19, 'roi_total_under_results_roi': -44.12}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9504.60470346218, 'pred_points_against_sum': 9342.79833012275, 'points_pred_net_sum': 161.8063733394295, 'actual_points_sum': 9565.0, 'actual_points_against_sum': 9258.0, 'actual_points_net_sum': 307.0, 'roi_ml_results_sum': 8.38, 'roi_spread_results_sum': -570.56, 'roi_total_over_results_sum': -2096.45, 'roi_total_under_results_sum': -5340.06, 'pred_points_avg': 115.91, 'pred_points_against_avg': 113.94, 'points_pred_net_avg': 1.97, 'actual_points_avg': 116.65, 'actual_points_against_avg': 112.9, 'actual_points_net_avg': 3.74, 'roi_ml_results_roi': 0.1, 'roi_spread_results_roi': -6.96, 'roi_total_over_results_roi': -25.57, 'roi_total_under_results_roi': -65.12}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9500.396632728689, 'pred_points_against_sum': 9331.41411843201, 'points_pred_net_sum': 168.98251429667937, 'actual_points_sum': 9565.0, 'actual_points_against_sum': 9258.0, 'actual_points_net_sum': 307.0, 'roi_ml_results_sum': -358.99, 'roi_spread_results_sum': -758.04, 'roi_total_over_results_sum': -2860.09, 'roi_total_under_results_sum': -5340.06, 'pred_points_avg': 115.86, 'pred_points_against_avg': 113.8, 'points_pred_net_avg': 2.06, 'actual_points_avg': 116.65, 'actual_points_against_avg': 112.9, 'actual_points_net_avg': 3.74, 'roi_ml_results_roi': -4.38, 'roi_spread_results_roi': -9.24, 'roi_total_over_results_roi': -34.88, 'roi_total_under_results_roi': -65.12})}), 'CHI': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e6a1644a0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9684.700483453209, 'pred_points_against_sum': 9321.028334335291, 'points_pred_net_sum': 363.67214911792007, 'actual_points_sum': 9661.0, 'actual_points_against_sum': 9752.0, 'actual_points_net_sum': -91.0, 'roi_ml_results_sum': -720.07, 'roi_spread_results_sum': -926.99, 'roi_total_over_results_sum': -4951.82, 'roi_total_under_results_sum': -2472.7, 'pred_points_avg': 118.11, 'pred_points_against_avg': 113.67, 'points_pred_net_avg': 4.44, 'actual_points_avg': 117.82, 'actual_points_against_avg': 118.93, 'actual_points_net_avg': -1.11, 'roi_ml_results_roi': -8.78, 'roi_spread_results_roi': -11.3, 'roi_total_over_results_roi': -60.39, 'roi_total_under_results_roi': -30.15}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9646.037592324528, 'pred_points_against_sum': 9325.580822324464, 'points_pred_net_sum': 320.4567700000591, 'actual_points_sum': 9661.0, 'actual_points_against_sum': 9752.0, 'actual_points_net_sum': -91.0, 'roi_ml_results_sum': -1339.58, 'roi_spread_results_sum': -1501.34, 'roi_total_over_results_sum': -4951.82, 'roi_total_under_results_sum': -2281.79, 'pred_points_avg': 117.63, 'pred_points_against_avg': 113.73, 'points_pred_net_avg': 3.91, 'actual_points_avg': 117.82, 'actual_points_against_avg': 118.93, 'actual_points_net_avg': -1.11, 'roi_ml_results_roi': -16.34, 'roi_spread_results_roi': -18.31, 'roi_total_over_results_roi': -60.39, 'roi_total_under_results_roi': -27.83}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9677.090783513904, 'pred_points_against_sum': 9311.735535485886, 'points_pred_net_sum': 365.35524802802354, 'actual_points_sum': 9661.0, 'actual_points_against_sum': 9752.0, 'actual_points_net_sum': -91.0, 'roi_ml_results_sum': 1180.12, 'roi_spread_results_sum': -736.98, 'roi_total_over_results_sum': -5333.64, 'roi_total_under_results_sum': -2281.79, 'pred_points_avg': 118.01, 'pred_points_against_avg': 113.56, 'points_pred_net_avg': 4.46, 'actual_points_avg': 117.82, 'actual_points_against_avg': 118.93, 'actual_points_net_avg': -1.11, 'roi_ml_results_roi': 14.39, 'roi_spread_results_roi': -8.99, 'roi_total_over_results_roi': -65.04, 'roi_total_under_results_roi': -27.83}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9677.936305729385, 'pred_points_against_sum': 9312.768068691372, 'points_pred_net_sum': 365.1682370380119, 'actual_points_sum': 9661.0, 'actual_points_against_sum': 9752.0, 'actual_points_net_sum': -91.0, 'roi_ml_results_sum': 1238.15, 'roi_spread_results_sum': -546.07, 'roi_total_over_results_sum': -5524.55, 'roi_total_under_results_sum': -2281.79, 'pred_points_avg': 118.02, 'pred_points_against_avg': 113.57, 'points_pred_net_avg': 4.45, 'actual_points_avg': 117.82, 'actual_points_against_avg': 118.93, 'actual_points_net_avg': -1.11, 'roi_ml_results_roi': 15.1, 'roi_spread_results_roi': -6.66, 'roi_total_over_results_roi': -67.37, 'roi_total_under_results_roi': -27.83})}), 'SAC': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e6a166660>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9566.22741413933, 'pred_points_against_sum': 9331.20632601606, 'points_pred_net_sum': 235.0210881232715, 'actual_points_sum': 9613.0, 'actual_points_against_sum': 9554.0, 'actual_points_net_sum': 59.0, 'roi_ml_results_sum': -2032.93, 'roi_spread_results_sum': -3148.57, 'roi_total_over_results_sum': -6009.08, 'roi_total_under_results_sum': -3332.98, 'pred_points_avg': 115.26, 'pred_points_against_avg': 112.42, 'points_pred_net_avg': 2.83, 'actual_points_avg': 115.82, 'actual_points_against_avg': 115.11, 'actual_points_net_avg': 0.71, 'roi_ml_results_roi': -24.49, 'roi_spread_results_roi': -37.93, 'roi_total_over_results_roi': -72.4, 'roi_total_under_results_roi': -40.16}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9553.348516958953, 'pred_points_against_sum': 9457.330125471977, 'points_pred_net_sum': 96.01839148697164, 'actual_points_sum': 9613.0, 'actual_points_against_sum': 9554.0, 'actual_points_net_sum': 59.0, 'roi_ml_results_sum': -1732.05, 'roi_spread_results_sum': -3343.81, 'roi_total_over_results_sum': -5247.06, 'roi_total_under_results_sum': -3901.38, 'pred_points_avg': 115.1, 'pred_points_against_avg': 113.94, 'points_pred_net_avg': 1.16, 'actual_points_avg': 115.82, 'actual_points_against_avg': 115.11, 'actual_points_net_avg': 0.71, 'roi_ml_results_roi': -20.87, 'roi_spread_results_roi': -40.29, 'roi_total_over_results_roi': -63.22, 'roi_total_under_results_roi': -47.0}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9620.89721498062, 'pred_points_against_sum': 9467.626749012497, 'points_pred_net_sum': 153.27046596811584, 'actual_points_sum': 9613.0, 'actual_points_against_sum': 9554.0, 'actual_points_net_sum': 59.0, 'roi_ml_results_sum': -2324.08, 'roi_spread_results_sum': -3337.8, 'roi_total_over_results_sum': -4296.46, 'roi_total_under_results_sum': -4289.15, 'pred_points_avg': 115.91, 'pred_points_against_avg': 114.07, 'points_pred_net_avg': 1.85, 'actual_points_avg': 115.82, 'actual_points_against_avg': 115.11, 'actual_points_net_avg': 0.71, 'roi_ml_results_roi': -28.0, 'roi_spread_results_roi': -40.21, 'roi_total_over_results_roi': -51.76, 'roi_total_under_results_roi': -51.68}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9614.822792664918, 'pred_points_against_sum': 9452.468924235125, 'points_pred_net_sum': 162.35386842979963, 'actual_points_sum': 9613.0, 'actual_points_against_sum': 9554.0, 'actual_points_net_sum': 59.0, 'roi_ml_results_sum': -2141.65, 'roi_spread_results_sum': -2955.98, 'roi_total_over_results_sum': -4296.46, 'roi_total_under_results_sum': -4289.15, 'pred_points_avg': 115.84, 'pred_points_against_avg': 113.89, 'points_pred_net_avg': 1.96, 'actual_points_avg': 115.82, 'actual_points_against_avg': 115.11, 'actual_points_net_avg': 0.71, 'roi_ml_results_roi': -25.8, 'roi_spread_results_roi': -35.61, 'roi_total_over_results_roi': -51.76, 'roi_total_under_results_roi': -51.68})}), 'MEM': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e6a1667a0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9849.847859147436, 'pred_points_against_sum': 9271.001799649266, 'points_pred_net_sum': 578.8460594981698, 'actual_points_sum': 9888.0, 'actual_points_against_sum': 9661.0, 'actual_points_net_sum': 227.0, 'roi_ml_results_sum': 503.0, 'roi_spread_results_sum': -1493.49, 'roi_total_over_results_sum': -5141.11, 'roi_total_under_results_sum': -4195.43, 'pred_points_avg': 120.12, 'pred_points_against_avg': 113.06, 'points_pred_net_avg': 7.06, 'actual_points_avg': 120.59, 'actual_points_against_avg': 117.82, 'actual_points_net_avg': 2.77, 'roi_ml_results_roi': 6.13, 'roi_spread_results_roi': -18.21, 'roi_total_over_results_roi': -62.7, 'roi_total_under_results_roi': -51.16}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9860.698823252167, 'pred_points_against_sum': 9077.857186517293, 'points_pred_net_sum': 782.8416367348716, 'actual_points_sum': 9888.0, 'actual_points_against_sum': 9661.0, 'actual_points_net_sum': 227.0, 'roi_ml_results_sum': 676.16, 'roi_spread_results_sum': -1300.9, 'roi_total_over_results_sum': -4765.24, 'roi_total_under_results_sum': -3239.2, 'pred_points_avg': 120.25, 'pred_points_against_avg': 110.71, 'points_pred_net_avg': 9.55, 'actual_points_avg': 120.59, 'actual_points_against_avg': 117.82, 'actual_points_net_avg': 2.77, 'roi_ml_results_roi': 8.25, 'roi_spread_results_roi': -15.86, 'roi_total_over_results_roi': -58.11, 'roi_total_under_results_roi': -39.5}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9899.407747919387, 'pred_points_against_sum': 9343.882497505461, 'points_pred_net_sum': 555.5252504139308, 'actual_points_sum': 9888.0, 'actual_points_against_sum': 9661.0, 'actual_points_net_sum': 227.0, 'roi_ml_results_sum': 633.69, 'roi_spread_results_sum': -1687.05, 'roi_total_over_results_sum': -3995.65, 'roi_total_under_results_sum': -4386.34, 'pred_points_avg': 120.72, 'pred_points_against_avg': 113.95, 'points_pred_net_avg': 6.77, 'actual_points_avg': 120.59, 'actual_points_against_avg': 117.82, 'actual_points_net_avg': 2.77, 'roi_ml_results_roi': 7.73, 'roi_spread_results_roi': -20.57, 'roi_total_over_results_roi': -48.73, 'roi_total_under_results_roi': -53.49}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9893.90109361139, 'pred_points_against_sum': 9335.784642188108, 'points_pred_net_sum': 558.1164514232906, 'actual_points_sum': 9888.0, 'actual_points_against_sum': 9661.0, 'actual_points_net_sum': 227.0, 'roi_ml_results_sum': 624.6, 'roi_spread_results_sum': -1687.05, 'roi_total_over_results_sum': -3995.65, 'roi_total_under_results_sum': -4386.34, 'pred_points_avg': 120.66, 'pred_points_against_avg': 113.85, 'points_pred_net_avg': 6.81, 'actual_points_avg': 120.59, 'actual_points_against_avg': 117.82, 'actual_points_net_avg': 2.77, 'roi_ml_results_roi': 7.62, 'roi_spread_results_roi': -20.57, 'roi_total_over_results_roi': -48.73, 'roi_total_under_results_roi': -53.49})}), 'ATL': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e6a166ca0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9816.688433703535, 'pred_points_against_sum': 9238.110453911817, 'points_pred_net_sum': 578.5779797917128, 'actual_points_sum': 9735.0, 'actual_points_against_sum': 9719.0, 'actual_points_net_sum': 16.0, 'roi_ml_results_sum': 776.28, 'roi_spread_results_sum': 771.77, 'roi_total_over_results_sum': -4380.12, 'roi_total_under_results_sum': -5330.34, 'pred_points_avg': 119.72, 'pred_points_against_avg': 112.66, 'points_pred_net_avg': 7.06, 'actual_points_avg': 118.72, 'actual_points_against_avg': 118.52, 'actual_points_net_avg': 0.2, 'roi_ml_results_roi': 9.47, 'roi_spread_results_roi': 9.41, 'roi_total_over_results_roi': -53.42, 'roi_total_under_results_roi': -65.0}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9942.65476484264, 'pred_points_against_sum': 9220.144653824726, 'points_pred_net_sum': 722.510111017915, 'actual_points_sum': 9735.0, 'actual_points_against_sum': 9719.0, 'actual_points_net_sum': 16.0, 'roi_ml_results_sum': 772.1, 'roi_spread_results_sum': 393.19, 'roi_total_over_results_sum': -3807.39, 'roi_total_under_results_sum': -5904.75, 'pred_points_avg': 121.25, 'pred_points_against_avg': 112.44, 'points_pred_net_avg': 8.81, 'actual_points_avg': 118.72, 'actual_points_against_avg': 118.52, 'actual_points_net_avg': 0.2, 'roi_ml_results_roi': 9.42, 'roi_spread_results_roi': 4.79, 'roi_total_over_results_roi': -46.43, 'roi_total_under_results_roi': -72.01}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9740.322710835524, 'pred_points_against_sum': 9295.192380772807, 'points_pred_net_sum': 445.1303300627128, 'actual_points_sum': 9735.0, 'actual_points_against_sum': 9719.0, 'actual_points_net_sum': 16.0, 'roi_ml_results_sum': 1276.78, 'roi_spread_results_sum': 199.04, 'roi_total_over_results_sum': -4763.62, 'roi_total_under_results_sum': -4948.52, 'pred_points_avg': 118.78, 'pred_points_against_avg': 113.36, 'points_pred_net_avg': 5.43, 'actual_points_avg': 118.72, 'actual_points_against_avg': 118.52, 'actual_points_net_avg': 0.2, 'roi_ml_results_roi': 15.57, 'roi_spread_results_roi': 2.43, 'roi_total_over_results_roi': -58.09, 'roi_total_under_results_roi': -60.35}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9748.80779115419, 'pred_points_against_sum': 9288.849944454922, 'points_pred_net_sum': 459.9578466992686, 'actual_points_sum': 9735.0, 'actual_points_against_sum': 9719.0, 'actual_points_net_sum': 16.0, 'roi_ml_results_sum': 1782.78, 'roi_spread_results_sum': 199.04, 'roi_total_over_results_sum': -4954.53, 'roi_total_under_results_sum': -5139.43, 'pred_points_avg': 118.89, 'pred_points_against_avg': 113.28, 'points_pred_net_avg': 5.61, 'actual_points_avg': 118.72, 'actual_points_against_avg': 118.52, 'actual_points_net_avg': 0.2, 'roi_ml_results_roi': 21.74, 'roi_spread_results_roi': 2.43, 'roi_total_over_results_roi': -60.42, 'roi_total_under_results_roi': -62.68})}), 'ORL': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e6a164180>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9114.873470778748, 'pred_points_against_sum': 9446.332539546904, 'points_pred_net_sum': -331.4590687681648, 'actual_points_sum': 8871.0, 'actual_points_against_sum': 8649.0, 'actual_points_net_sum': 222.0, 'roi_ml_results_sum': -2254.71, 'roi_spread_results_sum': -3048.23, 'roi_total_over_results_sum': -2573.29, 'roi_total_under_results_sum': -7536.36, 'pred_points_avg': 109.82, 'pred_points_against_avg': 113.81, 'points_pred_net_avg': -3.99, 'actual_points_avg': 106.88, 'actual_points_against_avg': 104.2, 'actual_points_net_avg': 2.67, 'roi_ml_results_roi': -27.17, 'roi_spread_results_roi': -37.17, 'roi_total_over_results_roi': -31.0, 'roi_total_under_results_roi': -90.8}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9092.698958133415, 'pred_points_against_sum': 9399.081141808854, 'points_pred_net_sum': -306.3821836754426, 'actual_points_sum': 8871.0, 'actual_points_against_sum': 8649.0, 'actual_points_net_sum': 222.0, 'roi_ml_results_sum': -1282.91, 'roi_spread_results_sum': -3235.68, 'roi_total_over_results_sum': -2382.38, 'roi_total_under_results_sum': -6963.63, 'pred_points_avg': 109.55, 'pred_points_against_avg': 113.24, 'points_pred_net_avg': -3.69, 'actual_points_avg': 106.88, 'actual_points_against_avg': 104.2, 'actual_points_net_avg': 2.67, 'roi_ml_results_roi': -15.46, 'roi_spread_results_roi': -39.46, 'roi_total_over_results_roi': -28.7, 'roi_total_under_results_roi': -83.9}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 8950.682653408972, 'pred_points_against_sum': 9507.21387156668, 'points_pred_net_sum': -556.5312181577126, 'actual_points_sum': 8871.0, 'actual_points_against_sum': 8649.0, 'actual_points_net_sum': 222.0, 'roi_ml_results_sum': -3080.85, 'roi_spread_results_sum': -5716.43, 'roi_total_over_results_sum': -1426.15, 'roi_total_under_results_sum': -7727.27, 'pred_points_avg': 107.84, 'pred_points_against_avg': 114.54, 'points_pred_net_avg': -6.71, 'actual_points_avg': 106.88, 'actual_points_against_avg': 104.2, 'actual_points_net_avg': 2.67, 'roi_ml_results_roi': -37.12, 'roi_spread_results_roi': -69.71, 'roi_total_over_results_roi': -17.18, 'roi_total_under_results_roi': -93.1}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 8968.926077561171, 'pred_points_against_sum': 9500.449279120043, 'points_pred_net_sum': -531.5232015588739, 'actual_points_sum': 8871.0, 'actual_points_against_sum': 8649.0, 'actual_points_net_sum': 222.0, 'roi_ml_results_sum': -3221.1, 'roi_spread_results_sum': -5718.11, 'roi_total_over_results_sum': -1426.15, 'roi_total_under_results_sum': -7727.27, 'pred_points_avg': 108.06, 'pred_points_against_avg': 114.46, 'points_pred_net_avg': -6.4, 'actual_points_avg': 106.88, 'actual_points_against_avg': 104.2, 'actual_points_net_avg': 2.67, 'roi_ml_results_roi': -38.81, 'roi_spread_results_roi': -69.73, 'roi_total_over_results_roi': -17.18, 'roi_total_under_results_roi': -93.1})}), 'GSW': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3f0d32ac00>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8904.382081602243, 'pred_points_against_sum': 9367.808344052084, 'points_pred_net_sum': -463.4262624498401, 'actual_points_sum': 9168.0, 'actual_points_against_sum': 9216.0, 'actual_points_net_sum': -48.0, 'roi_ml_results_sum': -3570.58, 'roi_spread_results_sum': -5715.22, 'roi_total_over_results_sum': -6483.43, 'roi_total_under_results_sum': -1711.87, 'pred_points_avg': 108.59, 'pred_points_against_avg': 114.24, 'points_pred_net_avg': -5.65, 'actual_points_avg': 111.8, 'actual_points_against_avg': 112.39, 'actual_points_net_avg': -0.59, 'roi_ml_results_roi': -43.54, 'roi_spread_results_roi': -69.7, 'roi_total_over_results_roi': -79.07, 'roi_total_under_results_roi': -20.88}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8730.109169352923, 'pred_points_against_sum': 9417.107203166475, 'points_pred_net_sum': -686.9980338135551, 'actual_points_sum': 9168.0, 'actual_points_against_sum': 9216.0, 'actual_points_net_sum': -48.0, 'roi_ml_results_sum': -3528.39, 'roi_spread_results_sum': -7054.54, 'roi_total_over_results_sum': -6107.83, 'roi_total_under_results_sum': -1330.05, 'pred_points_avg': 106.46, 'pred_points_against_avg': 114.84, 'points_pred_net_avg': -8.38, 'actual_points_avg': 111.8, 'actual_points_against_avg': 112.39, 'actual_points_net_avg': -0.59, 'roi_ml_results_roi': -43.03, 'roi_spread_results_roi': -86.03, 'roi_total_over_results_roi': -74.49, 'roi_total_under_results_roi': -16.22}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9105.709978231886, 'pred_points_against_sum': 9381.918870065498, 'points_pred_net_sum': -276.2088918336116, 'actual_points_sum': 9168.0, 'actual_points_against_sum': 9216.0, 'actual_points_net_sum': -48.0, 'roi_ml_results_sum': -3480.8, 'roi_spread_results_sum': -4276.93, 'roi_total_over_results_sum': -5718.11, 'roi_total_under_results_sum': -2666.42, 'pred_points_avg': 111.05, 'pred_points_against_avg': 114.41, 'points_pred_net_avg': -3.37, 'actual_points_avg': 111.8, 'actual_points_against_avg': 112.39, 'actual_points_net_avg': -0.59, 'roi_ml_results_roi': -42.45, 'roi_spread_results_roi': -52.8, 'roi_total_over_results_roi': -69.73, 'roi_total_under_results_roi': -32.52}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9083.340211939705, 'pred_points_against_sum': 9380.35103384178, 'points_pred_net_sum': -297.0108219020815, 'actual_points_sum': 9168.0, 'actual_points_against_sum': 9216.0, 'actual_points_net_sum': -48.0, 'roi_ml_results_sum': -3280.8, 'roi_spread_results_sum': -4569.52, 'roi_total_over_results_sum': -6099.93, 'roi_total_under_results_sum': -2666.42, 'pred_points_avg': 110.77, 'pred_points_against_avg': 114.39, 'points_pred_net_avg': -3.62, 'actual_points_avg': 111.8, 'actual_points_against_avg': 112.39, 'actual_points_net_avg': -0.59, 'roi_ml_results_roi': -40.01, 'roi_spread_results_roi': -55.73, 'roi_total_over_results_roi': -74.39, 'roi_total_under_results_roi': -32.52})}), 'LAC': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3f0d32b380>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8859.451040057214, 'pred_points_against_sum': 9263.53306803519, 'points_pred_net_sum': -404.0820279779806, 'actual_points_sum': 9263.0, 'actual_points_against_sum': 8878.0, 'actual_points_net_sum': 385.0, 'roi_ml_results_sum': -4709.35, 'roi_spread_results_sum': -5025.23, 'roi_total_over_results_sum': -5523.83, 'roi_total_under_results_sum': -3619.78, 'pred_points_avg': 108.04, 'pred_points_against_avg': 112.97, 'points_pred_net_avg': -4.93, 'actual_points_avg': 112.96, 'actual_points_against_avg': 108.27, 'actual_points_net_avg': 4.7, 'roi_ml_results_roi': -57.43, 'roi_spread_results_roi': -62.04, 'roi_total_over_results_roi': -67.36, 'roi_total_under_results_roi': -44.14}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8894.695489555708, 'pred_points_against_sum': 9167.899816881534, 'points_pred_net_sum': -273.20432732582253, 'actual_points_sum': 9263.0, 'actual_points_against_sum': 8878.0, 'actual_points_net_sum': 385.0, 'roi_ml_results_sum': -2523.21, 'roi_spread_results_sum': -4073.86, 'roi_total_over_results_sum': -5336.87, 'roi_total_under_results_sum': -2285.03, 'pred_points_avg': 108.47, 'pred_points_against_avg': 111.8, 'points_pred_net_avg': -3.33, 'actual_points_avg': 112.96, 'actual_points_against_avg': 108.27, 'actual_points_net_avg': 4.7, 'roi_ml_results_roi': -30.77, 'roi_spread_results_roi': -50.29, 'roi_total_over_results_roi': -65.08, 'roi_total_under_results_roi': -27.87}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9071.254326279366, 'pred_points_against_sum': 9319.481136931914, 'points_pred_net_sum': -248.22681065255097, 'actual_points_sum': 9263.0, 'actual_points_against_sum': 8878.0, 'actual_points_net_sum': 385.0, 'roi_ml_results_sum': -4526.29, 'roi_spread_results_sum': -3521.29, 'roi_total_over_results_sum': -2093.02, 'roi_total_under_results_sum': -5528.88, 'pred_points_avg': 110.63, 'pred_points_against_avg': 113.65, 'points_pred_net_avg': -3.03, 'actual_points_avg': 112.96, 'actual_points_against_avg': 108.27, 'actual_points_net_avg': 4.7, 'roi_ml_results_roi': -55.2, 'roi_spread_results_roi': -43.47, 'roi_total_over_results_roi': -25.52, 'roi_total_under_results_roi': -67.43}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9047.720627810239, 'pred_points_against_sum': 9313.264684832275, 'points_pred_net_sum': -265.54405702204286, 'actual_points_sum': 9263.0, 'actual_points_against_sum': 8878.0, 'actual_points_net_sum': 385.0, 'roi_ml_results_sum': -4180.63, 'roi_spread_results_sum': -3519.61, 'roi_total_over_results_sum': -2856.66, 'roi_total_under_results_sum': -4956.15, 'pred_points_avg': 110.34, 'pred_points_against_avg': 113.58, 'points_pred_net_avg': -3.24, 'actual_points_avg': 112.96, 'actual_points_against_avg': 108.27, 'actual_points_net_avg': 4.7, 'roi_ml_results_roi': -50.98, 'roi_spread_results_roi': -43.45, 'roi_total_over_results_roi': -34.84, 'roi_total_under_results_roi': -60.44})}), 'TOR': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e6ab3c5e0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9488.820890789522, 'pred_points_against_sum': 9095.839470478651, 'points_pred_net_sum': 392.98142031087457, 'actual_points_sum': 9223.0, 'actual_points_against_sum': 9069.0, 'actual_points_net_sum': 154.0, 'roi_ml_results_sum': 2845.25, 'roi_spread_results_sum': 1628.77, 'roi_total_over_results_sum': -2758.47, 'roi_total_under_results_sum': -5619.79, 'pred_points_avg': 117.15, 'pred_points_against_avg': 112.29, 'points_pred_net_avg': 4.85, 'actual_points_avg': 113.86, 'actual_points_against_avg': 111.96, 'actual_points_net_avg': 1.9, 'roi_ml_results_roi': 35.13, 'roi_spread_results_roi': 20.11, 'roi_total_over_results_roi': -34.06, 'roi_total_under_results_roi': -69.38}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9340.040771214097, 'pred_points_against_sum': 8996.901963784585, 'points_pred_net_sum': 343.1388074295103, 'actual_points_sum': 9223.0, 'actual_points_against_sum': 9069.0, 'actual_points_net_sum': 154.0, 'roi_ml_results_sum': 4941.82, 'roi_spread_results_sum': 683.26, 'roi_total_over_results_sum': -3335.15, 'roi_total_under_results_sum': -5810.7, 'pred_points_avg': 115.31, 'pred_points_against_avg': 111.07, 'points_pred_net_avg': 4.24, 'actual_points_avg': 113.86, 'actual_points_against_avg': 111.96, 'actual_points_net_avg': 1.9, 'roi_ml_results_roi': 61.01, 'roi_spread_results_roi': 8.44, 'roi_total_over_results_roi': -41.17, 'roi_total_under_results_roi': -71.74}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9354.81497879494, 'pred_points_against_sum': 9216.47006895196, 'points_pred_net_sum': 138.3449098429835, 'actual_points_sum': 9223.0, 'actual_points_against_sum': 9069.0, 'actual_points_net_sum': 154.0, 'roi_ml_results_sum': 4910.18, 'roi_spread_results_sum': 1825.69, 'roi_total_over_results_sum': -2949.38, 'roi_total_under_results_sum': -5618.17, 'pred_points_avg': 115.49, 'pred_points_against_avg': 113.78, 'points_pred_net_avg': 1.71, 'actual_points_avg': 113.86, 'actual_points_against_avg': 111.96, 'actual_points_net_avg': 1.9, 'roi_ml_results_roi': 60.62, 'roi_spread_results_roi': 22.54, 'roi_total_over_results_roi': -36.41, 'roi_total_under_results_roi': -69.36}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9369.704524572116, 'pred_points_against_sum': 9203.066669121587, 'points_pred_net_sum': 166.63785545052693, 'actual_points_sum': 9223.0, 'actual_points_against_sum': 9069.0, 'actual_points_net_sum': 154.0, 'roi_ml_results_sum': 4481.8, 'roi_spread_results_sum': 1825.69, 'roi_total_over_results_sum': -2949.38, 'roi_total_under_results_sum': -5427.26, 'pred_points_avg': 115.68, 'pred_points_against_avg': 113.62, 'points_pred_net_avg': 2.06, 'actual_points_avg': 113.86, 'actual_points_against_avg': 111.96, 'actual_points_net_avg': 1.9, 'roi_ml_results_roi': 55.33, 'roi_spread_results_roi': 22.54, 'roi_total_over_results_roi': -36.41, 'roi_total_under_results_roi': -67.0})}), 'UTA': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e6ab3f4c0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8983.877047753162, 'pred_points_against_sum': 9138.39251778997, 'points_pred_net_sum': -154.51547003680045, 'actual_points_sum': 9454.0, 'actual_points_against_sum': 9412.0, 'actual_points_net_sum': 42.0, 'roi_ml_results_sum': -1030.41, 'roi_spread_results_sum': -859.09, 'roi_total_over_results_sum': -7527.27, 'roi_total_under_results_sum': -3321.24, 'pred_points_avg': 110.91, 'pred_points_against_avg': 112.82, 'points_pred_net_avg': -1.91, 'actual_points_avg': 116.72, 'actual_points_against_avg': 116.2, 'actual_points_net_avg': 0.52, 'roi_ml_results_roi': -12.72, 'roi_spread_results_roi': -10.61, 'roi_total_over_results_roi': -92.93, 'roi_total_under_results_roi': -41.0}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9009.643411645162, 'pred_points_against_sum': 9160.91108653933, 'points_pred_net_sum': -151.26767489416827, 'actual_points_sum': 9454.0, 'actual_points_against_sum': 9412.0, 'actual_points_net_sum': 42.0, 'roi_ml_results_sum': -1713.98, 'roi_spread_results_sum': -2376.85, 'roi_total_over_results_sum': -6765.25, 'roi_total_under_results_sum': -3130.33, 'pred_points_avg': 111.23, 'pred_points_against_avg': 113.1, 'points_pred_net_avg': -1.87, 'actual_points_avg': 116.72, 'actual_points_against_avg': 116.2, 'actual_points_net_avg': 0.52, 'roi_ml_results_roi': -21.16, 'roi_spread_results_roi': -29.34, 'roi_total_over_results_roi': -83.52, 'roi_total_under_results_roi': -38.65}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9245.152188767557, 'pred_points_against_sum': 9227.428380070118, 'points_pred_net_sum': 17.723808697442408, 'actual_points_sum': 9454.0, 'actual_points_against_sum': 9412.0, 'actual_points_net_sum': 42.0, 'roi_ml_results_sum': 3211.21, 'roi_spread_results_sum': 1252.56, 'roi_total_over_results_sum': -3518.1, 'roi_total_under_results_sum': -3512.15, 'pred_points_avg': 114.14, 'pred_points_against_avg': 113.92, 'points_pred_net_avg': 0.22, 'actual_points_avg': 116.72, 'actual_points_against_avg': 116.2, 'actual_points_net_avg': 0.52, 'roi_ml_results_roi': 39.64, 'roi_spread_results_roi': 15.46, 'roi_total_over_results_roi': -43.43, 'roi_total_under_results_roi': -43.36}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9216.121617543737, 'pred_points_against_sum': 9217.535506483435, 'points_pred_net_sum': -1.4138889396958234, 'actual_points_sum': 9454.0, 'actual_points_against_sum': 9412.0, 'actual_points_net_sum': 42.0, 'roi_ml_results_sum': 1947.53, 'roi_spread_results_sum': 1252.56, 'roi_total_over_results_sum': -4283.42, 'roi_total_under_results_sum': -3321.24, 'pred_points_avg': 113.78, 'pred_points_against_avg': 113.8, 'points_pred_net_avg': -0.02, 'actual_points_avg': 116.72, 'actual_points_against_avg': 116.2, 'actual_points_net_avg': 0.52, 'roi_ml_results_roi': 24.04, 'roi_spread_results_roi': 15.46, 'roi_total_over_results_roi': -52.88, 'roi_total_under_results_roi': -41.0})}), 'MIL': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e6ab3da80>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9418.663473459028, 'pred_points_against_sum': 9363.933348429278, 'points_pred_net_sum': 54.73012502975081, 'actual_points_sum': 9515.0, 'actual_points_against_sum': 9224.0, 'actual_points_net_sum': 291.0, 'roi_ml_results_sum': -2158.35, 'roi_spread_results_sum': -2769.37, 'roi_total_over_results_sum': -3615.45, 'roi_total_under_results_sum': -4956.15, 'pred_points_avg': 114.86, 'pred_points_against_avg': 114.19, 'points_pred_net_avg': 0.67, 'actual_points_avg': 116.04, 'actual_points_against_avg': 112.49, 'actual_points_net_avg': 3.55, 'roi_ml_results_roi': -26.65, 'roi_spread_results_roi': -34.19, 'roi_total_over_results_roi': -44.09, 'roi_total_under_results_roi': -60.44}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9374.671628095037, 'pred_points_against_sum': 9464.372603014948, 'points_pred_net_sum': -89.70097491990842, 'actual_points_sum': 9515.0, 'actual_points_against_sum': 9224.0, 'actual_points_net_sum': 291.0, 'roi_ml_results_sum': -891.61, 'roi_spread_results_sum': -3144.21, 'roi_total_over_results_sum': -2666.47, 'roi_total_under_results_sum': -4765.24, 'pred_points_avg': 114.33, 'pred_points_against_avg': 115.42, 'points_pred_net_avg': -1.09, 'actual_points_avg': 116.04, 'actual_points_against_avg': 112.49, 'actual_points_net_avg': 3.55, 'roi_ml_results_roi': -11.01, 'roi_spread_results_roi': -38.82, 'roi_total_over_results_roi': -32.52, 'roi_total_under_results_roi': -58.11}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9464.069482822588, 'pred_points_against_sum': 9374.337468626904, 'points_pred_net_sum': 89.73201419568049, 'actual_points_sum': 9515.0, 'actual_points_against_sum': 9224.0, 'actual_points_net_sum': 291.0, 'roi_ml_results_sum': -1304.14, 'roi_spread_results_sum': -2182.57, 'roi_total_over_results_sum': -2282.32, 'roi_total_under_results_sum': -5528.88, 'pred_points_avg': 115.42, 'pred_points_against_avg': 114.32, 'points_pred_net_avg': 1.09, 'actual_points_avg': 116.04, 'actual_points_against_avg': 112.49, 'actual_points_net_avg': 3.55, 'roi_ml_results_roi': -16.1, 'roi_spread_results_roi': -26.95, 'roi_total_over_results_roi': -27.83, 'roi_total_under_results_roi': -67.43}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9459.024370671084, 'pred_points_against_sum': 9373.181455271615, 'points_pred_net_sum': 85.8429153994662, 'actual_points_sum': 9515.0, 'actual_points_against_sum': 9224.0, 'actual_points_net_sum': 291.0, 'roi_ml_results_sum': -1521.09, 'roi_spread_results_sum': -2564.45, 'roi_total_over_results_sum': -2280.7, 'roi_total_under_results_sum': -5719.79, 'pred_points_avg': 115.35, 'pred_points_against_avg': 114.31, 'points_pred_net_avg': 1.05, 'actual_points_avg': 116.04, 'actual_points_against_avg': 112.49, 'actual_points_net_avg': 3.55, 'roi_ml_results_roi': -18.78, 'roi_spread_results_roi': -31.66, 'roi_total_over_results_roi': -27.81, 'roi_total_under_results_roi': -69.75})}), 'DET': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e6ab3e2a0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8767.148865914793, 'pred_points_against_sum': 9299.490728061388, 'points_pred_net_sum': -532.3418621465959, 'actual_points_sum': 9264.0, 'actual_points_against_sum': 9298.0, 'actual_points_net_sum': -34.0, 'roi_ml_results_sum': -2363.64, 'roi_spread_results_sum': -4087.74, 'roi_total_over_results_sum': -6002.26, 'roi_total_under_results_sum': -3138.61, 'pred_points_avg': 108.24, 'pred_points_against_avg': 114.81, 'points_pred_net_avg': -6.57, 'actual_points_avg': 114.37, 'actual_points_against_avg': 114.79, 'actual_points_net_avg': -0.42, 'roi_ml_results_roi': -29.18, 'roi_spread_results_roi': -50.47, 'roi_total_over_results_roi': -74.1, 'roi_total_under_results_roi': -38.75}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8693.095562581097, 'pred_points_against_sum': 9294.536355546037, 'points_pred_net_sum': -601.4407929649366, 'actual_points_sum': 9264.0, 'actual_points_against_sum': 9298.0, 'actual_points_net_sum': -34.0, 'roi_ml_results_sum': -2320.0, 'roi_spread_results_sum': -4281.36, 'roi_total_over_results_sum': -5998.31, 'roi_total_under_results_sum': -3138.61, 'pred_points_avg': 107.32, 'pred_points_against_avg': 114.75, 'points_pred_net_avg': -7.43, 'actual_points_avg': 114.37, 'actual_points_against_avg': 114.79, 'actual_points_net_avg': -0.42, 'roi_ml_results_roi': -28.64, 'roi_spread_results_roi': -52.86, 'roi_total_over_results_roi': -74.05, 'roi_total_under_results_roi': -38.75}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9042.305509161626, 'pred_points_against_sum': 9281.690333606588, 'points_pred_net_sum': -239.3848244449605, 'actual_points_sum': 9264.0, 'actual_points_against_sum': 9298.0, 'actual_points_net_sum': -34.0, 'roi_ml_results_sum': -1406.29, 'roi_spread_results_sum': -2747.63, 'roi_total_over_results_sum': -3328.81, 'roi_total_under_results_sum': -4093.16, 'pred_points_avg': 111.63, 'pred_points_against_avg': 114.59, 'points_pred_net_avg': -2.96, 'actual_points_avg': 114.37, 'actual_points_against_avg': 114.79, 'actual_points_net_avg': -0.42, 'roi_ml_results_roi': -17.36, 'roi_spread_results_roi': -33.92, 'roi_total_over_results_roi': -41.1, 'roi_total_under_results_roi': -50.53}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9011.73254880087, 'pred_points_against_sum': 9283.668155212674, 'points_pred_net_sum': -271.93560641180886, 'actual_points_sum': 9264.0, 'actual_points_against_sum': 9298.0, 'actual_points_net_sum': -34.0, 'roi_ml_results_sum': -1206.29, 'roi_spread_results_sum': -2747.63, 'roi_total_over_results_sum': -3901.54, 'roi_total_under_results_sum': -3902.25, 'pred_points_avg': 111.26, 'pred_points_against_avg': 114.61, 'points_pred_net_avg': -3.36, 'actual_points_avg': 114.37, 'actual_points_against_avg': 114.79, 'actual_points_net_avg': -0.42, 'roi_ml_results_roi': -14.89, 'roi_spread_results_roi': -33.92, 'roi_total_over_results_roi': -48.17, 'roi_total_under_results_roi': -48.18})}), 'PHO': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e6ab3ce00>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9241.564118605394, 'pred_points_against_sum': 9150.090744469668, 'points_pred_net_sum': 91.47337413572902, 'actual_points_sum': 9442.0, 'actual_points_against_sum': 9209.0, 'actual_points_net_sum': 233.0, 'roi_ml_results_sum': -1762.7, 'roi_spread_results_sum': -2746.62, 'roi_total_over_results_sum': -4277.41, 'roi_total_under_results_sum': -3322.92, 'pred_points_avg': 114.09, 'pred_points_against_avg': 112.96, 'points_pred_net_avg': 1.13, 'actual_points_avg': 116.57, 'actual_points_against_avg': 113.69, 'actual_points_net_avg': 2.88, 'roi_ml_results_roi': -21.76, 'roi_spread_results_roi': -33.91, 'roi_total_over_results_roi': -52.81, 'roi_total_under_results_roi': -41.02}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9261.639185561331, 'pred_points_against_sum': 9126.783654253228, 'points_pred_net_sum': 134.85553130810095, 'actual_points_sum': 9442.0, 'actual_points_against_sum': 9209.0, 'actual_points_net_sum': 233.0, 'roi_ml_results_sum': 139.28, 'roi_spread_results_sum': -1599.48, 'roi_total_over_results_sum': -3704.68, 'roi_total_under_results_sum': -2174.75, 'pred_points_avg': 114.34, 'pred_points_against_avg': 112.68, 'points_pred_net_avg': 1.66, 'actual_points_avg': 116.57, 'actual_points_against_avg': 113.69, 'actual_points_net_avg': 2.88, 'roi_ml_results_roi': 1.72, 'roi_spread_results_roi': -19.75, 'roi_total_over_results_roi': -45.74, 'roi_total_under_results_roi': -26.85}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9353.64102965135, 'pred_points_against_sum': 9248.390108123891, 'points_pred_net_sum': 105.25092152746109, 'actual_points_sum': 9442.0, 'actual_points_against_sum': 9209.0, 'actual_points_net_sum': 233.0, 'roi_ml_results_sum': -183.26, 'roi_spread_results_sum': -2179.03, 'roi_total_over_results_sum': -3895.59, 'roi_total_under_results_sum': -4468.38, 'pred_points_avg': 115.48, 'pred_points_against_avg': 114.18, 'points_pred_net_avg': 1.3, 'actual_points_avg': 116.57, 'actual_points_against_avg': 113.69, 'actual_points_net_avg': 2.88, 'roi_ml_results_roi': -2.26, 'roi_spread_results_roi': -26.9, 'roi_total_over_results_roi': -48.09, 'roi_total_under_results_roi': -55.17}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9341.188039535133, 'pred_points_against_sum': 9237.467956606746, 'points_pred_net_sum': 103.72008292837978, 'actual_points_sum': 9442.0, 'actual_points_against_sum': 9209.0, 'actual_points_net_sum': 233.0, 'roi_ml_results_sum': 72.4, 'roi_spread_results_sum': -1988.12, 'roi_total_over_results_sum': -4086.5, 'roi_total_under_results_sum': -3704.74, 'pred_points_avg': 115.32, 'pred_points_against_avg': 114.04, 'points_pred_net_avg': 1.28, 'actual_points_avg': 116.57, 'actual_points_against_avg': 113.69, 'actual_points_net_avg': 2.88, 'roi_ml_results_roi': 0.89, 'roi_spread_results_roi': -24.54, 'roi_total_over_results_roi': -50.45, 'roi_total_under_results_roi': -45.74})}), 'NYK': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e6a106200>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9512.632767586352, 'pred_points_against_sum': 9230.956297966371, 'points_pred_net_sum': 281.6764696199808, 'actual_points_sum': 9303.0, 'actual_points_against_sum': 9108.0, 'actual_points_net_sum': 195.0, 'roi_ml_results_sum': -2595.05, 'roi_spread_results_sum': -4653.07, 'roi_total_over_results_sum': -1990.82, 'roi_total_under_results_sum': -5800.42, 'pred_points_avg': 117.44, 'pred_points_against_avg': 113.96, 'points_pred_net_avg': 3.48, 'actual_points_avg': 114.85, 'actual_points_against_avg': 112.44, 'actual_points_net_avg': 2.41, 'roi_ml_results_roi': -32.04, 'roi_spread_results_roi': -57.45, 'roi_total_over_results_roi': -24.58, 'roi_total_under_results_roi': -71.61}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9750.378785786546, 'pred_points_against_sum': 9146.797093265854, 'points_pred_net_sum': 603.581692520694, 'actual_points_sum': 9303.0, 'actual_points_against_sum': 9108.0, 'actual_points_net_sum': 195.0, 'roi_ml_results_sum': -865.7, 'roi_spread_results_sum': -3510.85, 'roi_total_over_results_sum': -1799.91, 'roi_total_under_results_sum': -5609.51, 'pred_points_avg': 120.38, 'pred_points_against_avg': 112.92, 'points_pred_net_avg': 7.45, 'actual_points_avg': 114.85, 'actual_points_against_avg': 112.44, 'actual_points_net_avg': 2.41, 'roi_ml_results_roi': -10.69, 'roi_spread_results_roi': -43.34, 'roi_total_over_results_roi': -22.22, 'roi_total_under_results_roi': -69.25}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9377.213069945365, 'pred_points_against_sum': 9208.241613009888, 'points_pred_net_sum': 168.9714569354786, 'actual_points_sum': 9303.0, 'actual_points_against_sum': 9108.0, 'actual_points_net_sum': 195.0, 'roi_ml_results_sum': -3069.16, 'roi_spread_results_sum': -3896.68, 'roi_total_over_results_sum': -1418.09, 'roi_total_under_results_sum': -5995.66, 'pred_points_avg': 115.77, 'pred_points_against_avg': 113.68, 'points_pred_net_avg': 2.09, 'actual_points_avg': 114.85, 'actual_points_against_avg': 112.44, 'actual_points_net_avg': 2.41, 'roi_ml_results_roi': -37.89, 'roi_spread_results_roi': -48.11, 'roi_total_over_results_roi': -17.51, 'roi_total_under_results_roi': -74.02}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9392.259703016587, 'pred_points_against_sum': 9210.76546689394, 'points_pred_net_sum': 181.49423612264542, 'actual_points_sum': 9303.0, 'actual_points_against_sum': 9108.0, 'actual_points_net_sum': 195.0, 'roi_ml_results_sum': -2965.3, 'roi_spread_results_sum': -4083.64, 'roi_total_over_results_sum': -1609.0, 'roi_total_under_results_sum': -5995.66, 'pred_points_avg': 115.95, 'pred_points_against_avg': 113.71, 'points_pred_net_avg': 2.24, 'actual_points_avg': 114.85, 'actual_points_against_avg': 112.44, 'actual_points_net_avg': 2.41, 'roi_ml_results_roi': -36.61, 'roi_spread_results_roi': -50.42, 'roi_total_over_results_roi': -19.86, 'roi_total_under_results_roi': -74.02})}), 'BRK': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e6a107880>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9368.072914692464, 'pred_points_against_sum': 9162.088627231367, 'points_pred_net_sum': 205.98428746109698, 'actual_points_sum': 8723.0, 'actual_points_against_sum': 8862.0, 'actual_points_net_sum': -139.0, 'roi_ml_results_sum': 1203.6, 'roi_spread_results_sum': 1438.6, 'roi_total_over_results_sum': -1800.56, 'roi_total_under_results_sum': -7336.36, 'pred_points_avg': 115.66, 'pred_points_against_avg': 113.11, 'points_pred_net_avg': 2.54, 'actual_points_avg': 107.69, 'actual_points_against_avg': 109.41, 'actual_points_net_avg': -1.72, 'roi_ml_results_roi': 14.86, 'roi_spread_results_roi': 17.76, 'roi_total_over_results_roi': -22.23, 'roi_total_under_results_roi': -90.57}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9638.390345320919, 'pred_points_against_sum': 9226.163965941496, 'points_pred_net_sum': 412.226379379418, 'actual_points_sum': 8723.0, 'actual_points_against_sum': 8862.0, 'actual_points_net_sum': -139.0, 'roi_ml_results_sum': 1764.87, 'roi_spread_results_sum': 1450.18, 'roi_total_over_results_sum': -1800.56, 'roi_total_under_results_sum': -7527.27, 'pred_points_avg': 118.99, 'pred_points_against_avg': 113.9, 'points_pred_net_avg': 5.09, 'actual_points_avg': 107.69, 'actual_points_against_avg': 109.41, 'actual_points_net_avg': -1.72, 'roi_ml_results_roi': 21.79, 'roi_spread_results_roi': 17.9, 'roi_total_over_results_roi': -22.23, 'roi_total_under_results_roi': -92.93}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 8939.347496965802, 'pred_points_against_sum': 9231.071136856142, 'points_pred_net_sum': -291.7236398903421, 'actual_points_sum': 8723.0, 'actual_points_against_sum': 8862.0, 'actual_points_net_sum': -139.0, 'roi_ml_results_sum': -1981.08, 'roi_spread_results_sum': -275.64, 'roi_total_over_results_sum': -1803.92, 'roi_total_under_results_sum': -7336.36, 'pred_points_avg': 110.36, 'pred_points_against_avg': 113.96, 'points_pred_net_avg': -3.6, 'actual_points_avg': 107.69, 'actual_points_against_avg': 109.41, 'actual_points_net_avg': -1.72, 'roi_ml_results_roi': -24.46, 'roi_spread_results_roi': -3.4, 'roi_total_over_results_roi': -22.27, 'roi_total_under_results_roi': -90.57}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 8986.983654490983, 'pred_points_against_sum': 9223.406413564504, 'points_pred_net_sum': -236.42275907351512, 'actual_points_sum': 8723.0, 'actual_points_against_sum': 8862.0, 'actual_points_net_sum': -139.0, 'roi_ml_results_sum': -1588.7, 'roi_spread_results_sum': -84.73, 'roi_total_over_results_sum': -1803.92, 'roi_total_under_results_sum': -7527.27, 'pred_points_avg': 110.95, 'pred_points_against_avg': 113.87, 'points_pred_net_avg': -2.92, 'actual_points_avg': 107.69, 'actual_points_against_avg': 109.41, 'actual_points_net_avg': -1.72, 'roi_ml_results_roi': -19.61, 'roi_spread_results_roi': -1.05, 'roi_total_over_results_roi': -22.27, 'roi_total_under_results_roi': -92.93})}), 'BOS': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e68d3e700>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9310.42762804079, 'pred_points_against_sum': 9062.393382533779, 'points_pred_net_sum': 248.03424550700902, 'actual_points_sum': 8914.0, 'actual_points_against_sum': 8942.0, 'actual_points_net_sum': -28.0, 'roi_ml_results_sum': -2875.78, 'roi_spread_results_sum': -5331.63, 'roi_total_over_results_sum': -3803.22, 'roi_total_under_results_sum': -3989.21, 'pred_points_avg': 116.38, 'pred_points_against_avg': 113.28, 'points_pred_net_avg': 3.1, 'actual_points_avg': 111.42, 'actual_points_against_avg': 111.78, 'actual_points_net_avg': -0.35, 'roi_ml_results_roi': -35.95, 'roi_spread_results_roi': -66.65, 'roi_total_over_results_roi': -47.54, 'roi_total_under_results_roi': -49.87}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9596.711937256187, 'pred_points_against_sum': 8962.268108468956, 'points_pred_net_sum': 634.4438287872297, 'actual_points_sum': 8914.0, 'actual_points_against_sum': 8942.0, 'actual_points_net_sum': -28.0, 'roi_ml_results_sum': -2666.09, 'roi_spread_results_sum': -5530.17, 'roi_total_over_results_sum': -2271.61, 'roi_total_under_results_sum': -4181.74, 'pred_points_avg': 119.96, 'pred_points_against_avg': 112.03, 'points_pred_net_avg': 7.93, 'actual_points_avg': 111.42, 'actual_points_against_avg': 111.78, 'actual_points_net_avg': -0.35, 'roi_ml_results_roi': -33.33, 'roi_spread_results_roi': -69.13, 'roi_total_over_results_roi': -28.4, 'roi_total_under_results_roi': -52.27}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9064.838614327271, 'pred_points_against_sum': 9151.036873339084, 'points_pred_net_sum': -86.1982590118107, 'actual_points_sum': 8914.0, 'actual_points_against_sum': 8942.0, 'actual_points_net_sum': -28.0, 'roi_ml_results_sum': -3329.39, 'roi_spread_results_sum': -5525.84, 'roi_total_over_results_sum': -3607.98, 'roi_total_under_results_sum': -3227.19, 'pred_points_avg': 113.31, 'pred_points_against_avg': 114.39, 'points_pred_net_avg': -1.08, 'actual_points_avg': 111.42, 'actual_points_against_avg': 111.78, 'actual_points_net_avg': -0.35, 'roi_ml_results_roi': -41.62, 'roi_spread_results_roi': -69.07, 'roi_total_over_results_roi': -45.1, 'roi_total_under_results_roi': -40.34}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9092.126282517662, 'pred_points_against_sum': 9141.187596582935, 'points_pred_net_sum': -49.06131406527511, 'actual_points_sum': 8914.0, 'actual_points_against_sum': 8942.0, 'actual_points_net_sum': -28.0, 'roi_ml_results_sum': -3195.38, 'roi_spread_results_sum': -5525.84, 'roi_total_over_results_sum': -3417.07, 'roi_total_under_results_sum': -3418.1, 'pred_points_avg': 113.65, 'pred_points_against_avg': 114.26, 'points_pred_net_avg': -0.61, 'actual_points_avg': 111.42, 'actual_points_against_avg': 111.78, 'actual_points_net_avg': -0.35, 'roi_ml_results_roi': -39.94, 'roi_spread_results_roi': -69.07, 'roi_total_over_results_roi': -42.71, 'roi_total_under_results_roi': -42.73})}), 'CHO': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e68d3ec00>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9087.260020481066, 'pred_points_against_sum': 9197.494703547773, 'points_pred_net_sum': -110.23468306670979, 'actual_points_sum': 9035.0, 'actual_points_against_sum': 8733.0, 'actual_points_net_sum': 302.0, 'roi_ml_results_sum': -615.62, 'roi_spread_results_sum': 283.0, 'roi_total_over_results_sum': -3892.16, 'roi_total_under_results_sum': -5618.17, 'pred_points_avg': 112.19, 'pred_points_against_avg': 113.55, 'points_pred_net_avg': -1.36, 'actual_points_avg': 111.54, 'actual_points_against_avg': 107.81, 'actual_points_net_avg': 3.73, 'roi_ml_results_roi': -7.6, 'roi_spread_results_roi': 3.49, 'roi_total_over_results_roi': -48.05, 'roi_total_under_results_roi': -69.36}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9126.04145981321, 'pred_points_against_sum': 9233.194879218936, 'points_pred_net_sum': -107.15341940572652, 'actual_points_sum': 9035.0, 'actual_points_against_sum': 8733.0, 'actual_points_net_sum': 302.0, 'roi_ml_results_sum': 2522.96, 'roi_spread_results_sum': 854.16, 'roi_total_over_results_sum': -3128.52, 'roi_total_under_results_sum': -5807.4, 'pred_points_avg': 112.67, 'pred_points_against_avg': 113.99, 'points_pred_net_avg': -1.32, 'actual_points_avg': 111.54, 'actual_points_against_avg': 107.81, 'actual_points_net_avg': 3.73, 'roi_ml_results_roi': 31.15, 'roi_spread_results_roi': 10.55, 'roi_total_over_results_roi': -38.62, 'roi_total_under_results_roi': -71.7}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9023.644273412949, 'pred_points_against_sum': 9247.742249135461, 'points_pred_net_sum': -224.0979757225101, 'actual_points_sum': 9035.0, 'actual_points_against_sum': 8733.0, 'actual_points_net_sum': 302.0, 'roi_ml_results_sum': -2131.31, 'roi_spread_results_sum': -95.46, 'roi_total_over_results_sum': -2746.7, 'roi_total_under_results_sum': -5618.17, 'pred_points_avg': 111.4, 'pred_points_against_avg': 114.17, 'points_pred_net_avg': -2.77, 'actual_points_avg': 111.54, 'actual_points_against_avg': 107.81, 'actual_points_net_avg': 3.73, 'roi_ml_results_roi': -26.31, 'roi_spread_results_roi': -1.18, 'roi_total_over_results_roi': -33.91, 'roi_total_under_results_roi': -69.36}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9030.712689753847, 'pred_points_against_sum': 9242.159188514608, 'points_pred_net_sum': -211.44649876075442, 'actual_points_sum': 9035.0, 'actual_points_against_sum': 8733.0, 'actual_points_net_sum': 302.0, 'roi_ml_results_sum': -2453.06, 'roi_spread_results_sum': 95.45, 'roi_total_over_results_sum': -2746.7, 'roi_total_under_results_sum': -5809.08, 'pred_points_avg': 111.49, 'pred_points_against_avg': 114.1, 'points_pred_net_avg': -2.61, 'actual_points_avg': 111.54, 'actual_points_against_avg': 107.81, 'actual_points_net_avg': 3.73, 'roi_ml_results_roi': -30.28, 'roi_spread_results_roi': 1.18, 'roi_total_over_results_roi': -33.91, 'roi_total_under_results_roi': -71.72})}), 'PHI': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e68d3dc60>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8696.422067993792, 'pred_points_against_sum': 9234.455346905834, 'points_pred_net_sum': -538.0332789120429, 'actual_points_sum': 9124.0, 'actual_points_against_sum': 9130.0, 'actual_points_net_sum': -6.0, 'roi_ml_results_sum': -3971.25, 'roi_spread_results_sum': -3900.87, 'roi_total_over_results_sum': -5051.01, 'roi_total_under_results_sum': -4086.56, 'pred_points_avg': 107.36, 'pred_points_against_avg': 114.01, 'points_pred_net_avg': -6.64, 'actual_points_avg': 112.64, 'actual_points_against_avg': 112.72, 'actual_points_net_avg': -0.07, 'roi_ml_results_roi': -49.03, 'roi_spread_results_roi': -48.16, 'roi_total_over_results_roi': -62.36, 'roi_total_under_results_roi': -50.45}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8830.583799327485, 'pred_points_against_sum': 9205.21948783926, 'points_pred_net_sum': -374.6356885117733, 'actual_points_sum': 9124.0, 'actual_points_against_sum': 9130.0, 'actual_points_net_sum': -6.0, 'roi_ml_results_sum': -2231.71, 'roi_spread_results_sum': -2562.82, 'roi_total_over_results_sum': -2950.94, 'roi_total_under_results_sum': -4086.56, 'pred_points_avg': 109.02, 'pred_points_against_avg': 113.64, 'points_pred_net_avg': -4.63, 'actual_points_avg': 112.64, 'actual_points_against_avg': 112.72, 'actual_points_net_avg': -0.07, 'roi_ml_results_roi': -27.55, 'roi_spread_results_roi': -31.64, 'roi_total_over_results_roi': -36.43, 'roi_total_under_results_roi': -50.45}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 8917.593321876499, 'pred_points_against_sum': 9235.709368285483, 'points_pred_net_sum': -318.1160464089882, 'actual_points_sum': 9124.0, 'actual_points_against_sum': 9130.0, 'actual_points_net_sum': -6.0, 'roi_ml_results_sum': -2304.28, 'roi_spread_results_sum': -1225.53, 'roi_total_over_results_sum': -1994.71, 'roi_total_under_results_sum': -4850.2, 'pred_points_avg': 110.09, 'pred_points_against_avg': 114.02, 'points_pred_net_avg': -3.93, 'actual_points_avg': 112.64, 'actual_points_against_avg': 112.72, 'actual_points_net_avg': -0.07, 'roi_ml_results_roi': -28.45, 'roi_spread_results_roi': -15.13, 'roi_total_over_results_roi': -24.63, 'roi_total_under_results_roi': -59.88}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 8893.018738111748, 'pred_points_against_sum': 9235.570032576634, 'points_pred_net_sum': -342.5512944648834, 'actual_points_sum': 9124.0, 'actual_points_against_sum': 9130.0, 'actual_points_net_sum': -6.0, 'roi_ml_results_sum': -3098.62, 'roi_spread_results_sum': -1985.22, 'roi_total_over_results_sum': -2947.64, 'roi_total_under_results_sum': -4659.29, 'pred_points_avg': 109.79, 'pred_points_against_avg': 114.02, 'points_pred_net_avg': -4.23, 'actual_points_avg': 112.64, 'actual_points_against_avg': 112.72, 'actual_points_net_avg': -0.07, 'roi_ml_results_roi': -38.25, 'roi_spread_results_roi': -24.51, 'roi_total_over_results_roi': -36.39, 'roi_total_under_results_roi': -57.52})}), 'OKC': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e68d3f380>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8435.987892489153, 'pred_points_against_sum': 9175.795851200955, 'points_pred_net_sum': -739.8079587118034, 'actual_points_sum': 9377.0, 'actual_points_against_sum': 9141.0, 'actual_points_net_sum': 236.0, 'roi_ml_results_sum': -4381.85, 'roi_spread_results_sum': -5615.46, 'roi_total_over_results_sum': -6572.72, 'roi_total_under_results_sum': -2191.25, 'pred_points_avg': 104.15, 'pred_points_against_avg': 113.28, 'points_pred_net_avg': -9.13, 'actual_points_avg': 115.77, 'actual_points_against_avg': 112.85, 'actual_points_net_avg': 2.91, 'roi_ml_results_roi': -54.1, 'roi_spread_results_roi': -69.33, 'roi_total_over_results_roi': -81.14, 'roi_total_under_results_roi': -27.05}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8113.632198028326, 'pred_points_against_sum': 9130.038493885924, 'points_pred_net_sum': -1016.4062958576017, 'actual_points_sum': 9377.0, 'actual_points_against_sum': 9141.0, 'actual_points_net_sum': 236.0, 'roi_ml_results_sum': -3923.52, 'roi_spread_results_sum': -6183.86, 'roi_total_over_results_sum': -6572.72, 'roi_total_under_results_sum': -1618.52, 'pred_points_avg': 100.17, 'pred_points_against_avg': 112.72, 'points_pred_net_avg': -12.55, 'actual_points_avg': 115.77, 'actual_points_against_avg': 112.85, 'actual_points_net_avg': 2.91, 'roi_ml_results_roi': -48.44, 'roi_spread_results_roi': -76.34, 'roi_total_over_results_roi': -81.14, 'roi_total_under_results_roi': -19.98}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9016.094534097892, 'pred_points_against_sum': 9256.896470346472, 'points_pred_net_sum': -240.80193624857532, 'actual_points_sum': 9377.0, 'actual_points_against_sum': 9141.0, 'actual_points_net_sum': 236.0, 'roi_ml_results_sum': -3312.69, 'roi_spread_results_sum': -5418.17, 'roi_total_over_results_sum': -4472.71, 'roi_total_under_results_sum': -4100.35, 'pred_points_avg': 111.31, 'pred_points_against_avg': 114.28, 'points_pred_net_avg': -2.97, 'actual_points_avg': 115.77, 'actual_points_against_avg': 112.85, 'actual_points_net_avg': 2.91, 'roi_ml_results_roi': -40.9, 'roi_spread_results_roi': -66.89, 'roi_total_over_results_roi': -55.22, 'roi_total_under_results_roi': -50.62}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 8951.638240585811, 'pred_points_against_sum': 9247.885290441413, 'points_pred_net_sum': -296.24704985560055, 'actual_points_sum': 9377.0, 'actual_points_against_sum': 9141.0, 'actual_points_net_sum': 236.0, 'roi_ml_results_sum': -3332.5, 'roi_spread_results_sum': -5227.26, 'roi_total_over_results_sum': -4663.62, 'roi_total_under_results_sum': -3527.62, 'pred_points_avg': 110.51, 'pred_points_against_avg': 114.17, 'points_pred_net_avg': -3.66, 'actual_points_avg': 115.77, 'actual_points_against_avg': 112.85, 'actual_points_net_avg': 2.91, 'roi_ml_results_roi': -41.14, 'roi_spread_results_roi': -64.53, 'roi_total_over_results_roi': -57.58, 'roi_total_under_results_roi': -43.55})}), 'NOP': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e68d3c7c0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9259.163172022538, 'pred_points_against_sum': 9076.093392649203, 'points_pred_net_sum': 183.06977937333684, 'actual_points_sum': 9436.0, 'actual_points_against_sum': 9115.0, 'actual_points_net_sum': 321.0, 'roi_ml_results_sum': 823.46, 'roi_spread_results_sum': 1452.5, 'roi_total_over_results_sum': -5045.44, 'roi_total_under_results_sum': -4090.89, 'pred_points_avg': 114.31, 'pred_points_against_avg': 112.05, 'points_pred_net_avg': 2.26, 'actual_points_avg': 116.49, 'actual_points_against_avg': 112.53, 'actual_points_net_avg': 3.96, 'roi_ml_results_roi': 10.17, 'roi_spread_results_roi': 17.93, 'roi_total_over_results_roi': -62.29, 'roi_total_under_results_roi': -50.5}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9475.927660989293, 'pred_points_against_sum': 9120.993823645998, 'points_pred_net_sum': 354.93383734329564, 'actual_points_sum': 9436.0, 'actual_points_against_sum': 9115.0, 'actual_points_net_sum': 321.0, 'roi_ml_results_sum': 3270.4, 'roi_spread_results_sum': 876.2, 'roi_total_over_results_sum': -3519.78, 'roi_total_under_results_sum': -4090.89, 'pred_points_avg': 116.99, 'pred_points_against_avg': 112.6, 'points_pred_net_avg': 4.38, 'actual_points_avg': 116.49, 'actual_points_against_avg': 112.53, 'actual_points_net_avg': 3.96, 'roi_ml_results_roi': 40.38, 'roi_spread_results_roi': 10.82, 'roi_total_over_results_roi': -43.45, 'roi_total_under_results_roi': -50.5}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9364.223719834903, 'pred_points_against_sum': 9242.58307528865, 'points_pred_net_sum': 121.64064454625618, 'actual_points_sum': 9436.0, 'actual_points_against_sum': 9115.0, 'actual_points_net_sum': 321.0, 'roi_ml_results_sum': 1946.22, 'roi_spread_results_sum': 1256.78, 'roi_total_over_results_sum': -3327.25, 'roi_total_under_results_sum': -5809.08, 'pred_points_avg': 115.61, 'pred_points_against_avg': 114.11, 'points_pred_net_avg': 1.5, 'actual_points_avg': 116.49, 'actual_points_against_avg': 112.53, 'actual_points_net_avg': 3.96, 'roi_ml_results_roi': 24.03, 'roi_spread_results_roi': 15.52, 'roi_total_over_results_roi': -41.08, 'roi_total_under_results_roi': -71.72}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9352.550325633532, 'pred_points_against_sum': 9224.084221662044, 'points_pred_net_sum': 128.46610397148723, 'actual_points_sum': 9436.0, 'actual_points_against_sum': 9115.0, 'actual_points_net_sum': 321.0, 'roi_ml_results_sum': 1946.22, 'roi_spread_results_sum': 1259.97, 'roi_total_over_results_sum': -3709.07, 'roi_total_under_results_sum': -5427.26, 'pred_points_avg': 115.46, 'pred_points_against_avg': 113.88, 'points_pred_net_avg': 1.59, 'actual_points_avg': 116.49, 'actual_points_against_avg': 112.53, 'actual_points_net_avg': 3.96, 'roi_ml_results_roi': 24.03, 'roi_spread_results_roi': 15.56, 'roi_total_over_results_roi': -45.79, 'roi_total_under_results_roi': -67.0})}), 'DEN': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e68d3f6a0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9148.712380540224, 'pred_points_against_sum': 9136.985621982914, 'points_pred_net_sum': 11.726758557306567, 'actual_points_sum': 9730.0, 'actual_points_against_sum': 9566.0, 'actual_points_net_sum': 164.0, 'roi_ml_results_sum': -1371.11, 'roi_spread_results_sum': -4502.29, 'roi_total_over_results_sum': -6381.81, 'roi_total_under_results_sum': -3899.98, 'pred_points_avg': 112.95, 'pred_points_against_avg': 112.8, 'points_pred_net_avg': 0.14, 'actual_points_avg': 120.12, 'actual_points_against_avg': 118.1, 'actual_points_net_avg': 2.02, 'roi_ml_results_roi': -16.93, 'roi_spread_results_roi': -55.58, 'roi_total_over_results_roi': -78.79, 'roi_total_under_results_roi': -48.15}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8646.33817690204, 'pred_points_against_sum': 9142.152080648839, 'points_pred_net_sum': -495.8139037467972, 'actual_points_sum': 9730.0, 'actual_points_against_sum': 9566.0, 'actual_points_net_sum': 164.0, 'roi_ml_results_sum': -2102.82, 'roi_spread_results_sum': -4496.24, 'roi_total_over_results_sum': -6956.16, 'roi_total_under_results_sum': -2945.43, 'pred_points_avg': 106.74, 'pred_points_against_avg': 112.87, 'points_pred_net_avg': -6.12, 'actual_points_avg': 120.12, 'actual_points_against_avg': 118.1, 'actual_points_net_avg': 2.02, 'roi_ml_results_roi': -25.96, 'roi_spread_results_roi': -55.51, 'roi_total_over_results_roi': -85.88, 'roi_total_under_results_roi': -36.36}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9571.434192696033, 'pred_points_against_sum': 9213.579784994485, 'points_pred_net_sum': 357.8544077015441, 'actual_points_sum': 9730.0, 'actual_points_against_sum': 9566.0, 'actual_points_net_sum': 164.0, 'roi_ml_results_sum': -682.51, 'roi_spread_results_sum': -3174.73, 'roi_total_over_results_sum': -3139.58, 'roi_total_under_results_sum': -4663.62, 'pred_points_avg': 118.17, 'pred_points_against_avg': 113.75, 'points_pred_net_avg': 4.42, 'actual_points_avg': 120.12, 'actual_points_against_avg': 118.1, 'actual_points_net_avg': 2.02, 'roi_ml_results_roi': -8.43, 'roi_spread_results_roi': -39.19, 'roi_total_over_results_roi': -38.76, 'roi_total_under_results_roi': -57.58}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9524.465102456497, 'pred_points_against_sum': 9205.069322437645, 'points_pred_net_sum': 319.395780018851, 'actual_points_sum': 9730.0, 'actual_points_against_sum': 9566.0, 'actual_points_net_sum': 164.0, 'roi_ml_results_sum': -922.51, 'roi_spread_results_sum': -3361.69, 'roi_total_over_results_sum': -3712.31, 'roi_total_under_results_sum': -4090.89, 'pred_points_avg': 117.59, 'pred_points_against_avg': 113.64, 'points_pred_net_avg': 3.94, 'actual_points_avg': 120.12, 'actual_points_against_avg': 118.1, 'actual_points_net_avg': 2.02, 'roi_ml_results_roi': -11.39, 'roi_spread_results_roi': -41.5, 'roi_total_over_results_roi': -45.83, 'roi_total_under_results_roi': -50.5})}), 'HOU': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e68d3c540>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9030.063236949174, 'pred_points_against_sum': 9188.452924414434, 'points_pred_net_sum': -158.38968746526047, 'actual_points_sum': 9173.0, 'actual_points_against_sum': 8986.0, 'actual_points_net_sum': 187.0, 'roi_ml_results_sum': -2750.34, 'roi_spread_results_sum': -3712.03, 'roi_total_over_results_sum': -3708.95, 'roi_total_under_results_sum': -5236.35, 'pred_points_avg': 111.48, 'pred_points_against_avg': 113.44, 'points_pred_net_avg': -1.96, 'actual_points_avg': 113.25, 'actual_points_against_avg': 110.94, 'actual_points_net_avg': 2.31, 'roi_ml_results_roi': -33.95, 'roi_spread_results_roi': -45.83, 'roi_total_over_results_roi': -45.79, 'roi_total_under_results_roi': -64.65}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8981.336050073314, 'pred_points_against_sum': 9256.38118368382, 'points_pred_net_sum': -275.0451336105025, 'actual_points_sum': 9173.0, 'actual_points_against_sum': 8986.0, 'actual_points_net_sum': 187.0, 'roi_ml_results_sum': -3116.38, 'roi_spread_results_sum': -4282.22, 'roi_total_over_results_sum': -2754.02, 'roi_total_under_results_sum': -5618.17, 'pred_points_avg': 110.88, 'pred_points_against_avg': 114.28, 'points_pred_net_avg': -3.4, 'actual_points_avg': 113.25, 'actual_points_against_avg': 110.94, 'actual_points_net_avg': 2.31, 'roi_ml_results_roi': -38.47, 'roi_spread_results_roi': -52.87, 'roi_total_over_results_roi': -34.0, 'roi_total_under_results_roi': -69.36}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9062.57678484705, 'pred_points_against_sum': 9234.046022372439, 'points_pred_net_sum': -171.46923752538927, 'actual_points_sum': 9173.0, 'actual_points_against_sum': 8986.0, 'actual_points_net_sum': 187.0, 'roi_ml_results_sum': -3164.39, 'roi_spread_results_sum': -2752.82, 'roi_total_over_results_sum': -1417.65, 'roi_total_under_results_sum': -6569.29, 'pred_points_avg': 111.88, 'pred_points_against_avg': 114.0, 'points_pred_net_avg': -2.12, 'actual_points_avg': 113.25, 'actual_points_against_avg': 110.94, 'actual_points_net_avg': 2.31, 'roi_ml_results_roi': -39.07, 'roi_spread_results_roi': -33.99, 'roi_total_over_results_roi': -17.5, 'roi_total_under_results_roi': -81.1}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9058.964168413951, 'pred_points_against_sum': 9228.980122599327, 'points_pred_net_sum': -170.01595418537522, 'actual_points_sum': 9173.0, 'actual_points_against_sum': 8986.0, 'actual_points_net_sum': 187.0, 'roi_ml_results_sum': -3034.39, 'roi_spread_results_sum': -3134.64, 'roi_total_over_results_sum': -1990.38, 'roi_total_under_results_sum': -6569.29, 'pred_points_avg': 111.84, 'pred_points_against_avg': 113.94, 'points_pred_net_avg': -2.1, 'actual_points_avg': 113.25, 'actual_points_against_avg': 110.94, 'actual_points_net_avg': 2.31, 'roi_ml_results_roi': -37.46, 'roi_spread_results_roi': -38.7, 'roi_total_over_results_roi': -24.57, 'roi_total_under_results_roi': -81.1})}), 'IND': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e68d3fa60>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9557.829849996155, 'pred_points_against_sum': 9204.704806013988, 'points_pred_net_sum': 353.1250439821695, 'actual_points_sum': 9506.0, 'actual_points_against_sum': 9335.0, 'actual_points_net_sum': 171.0, 'roi_ml_results_sum': -1410.79, 'roi_spread_results_sum': -2189.91, 'roi_total_over_results_sum': -4292.94, 'roi_total_under_results_sum': -4660.26, 'pred_points_avg': 118.0, 'pred_points_against_avg': 113.64, 'points_pred_net_avg': 4.36, 'actual_points_avg': 117.36, 'actual_points_against_avg': 115.25, 'actual_points_net_avg': 2.11, 'roi_ml_results_roi': -17.42, 'roi_spread_results_roi': -27.04, 'roi_total_over_results_roi': -53.0, 'roi_total_under_results_roi': -57.53}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9506.755148037873, 'pred_points_against_sum': 9175.821604013378, 'points_pred_net_sum': 330.9335440244995, 'actual_points_sum': 9506.0, 'actual_points_against_sum': 9335.0, 'actual_points_net_sum': 171.0, 'roi_ml_results_sum': -294.66, 'roi_spread_results_sum': -2571.73, 'roi_total_over_results_sum': -4092.13, 'roi_total_under_results_sum': -3514.8, 'pred_points_avg': 117.37, 'pred_points_against_avg': 113.28, 'points_pred_net_avg': 4.09, 'actual_points_avg': 117.36, 'actual_points_against_avg': 115.25, 'actual_points_net_avg': 2.11, 'roi_ml_results_roi': -3.64, 'roi_spread_results_roi': -31.75, 'roi_total_over_results_roi': -50.52, 'roi_total_under_results_roi': -43.39}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9513.158682011237, 'pred_points_against_sum': 9248.063014263967, 'points_pred_net_sum': 265.0956677472683, 'actual_points_sum': 9506.0, 'actual_points_against_sum': 9335.0, 'actual_points_net_sum': 171.0, 'roi_ml_results_sum': 411.47, 'roi_spread_results_sum': -2198.57, 'roi_total_over_results_sum': -4670.81, 'roi_total_under_results_sum': -3323.89, 'pred_points_avg': 117.45, 'pred_points_against_avg': 114.17, 'points_pred_net_avg': 3.27, 'actual_points_avg': 117.36, 'actual_points_against_avg': 115.25, 'actual_points_net_avg': 2.11, 'roi_ml_results_roi': 5.08, 'roi_spread_results_roi': -27.14, 'roi_total_over_results_roi': -57.66, 'roi_total_under_results_roi': -41.04}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9518.12214512067, 'pred_points_against_sum': 9243.245435569524, 'points_pred_net_sum': 274.8767095511462, 'actual_points_sum': 9506.0, 'actual_points_against_sum': 9335.0, 'actual_points_net_sum': 171.0, 'roi_ml_results_sum': 411.47, 'roi_spread_results_sum': -2194.24, 'roi_total_over_results_sum': -4861.72, 'roi_total_under_results_sum': -3323.89, 'pred_points_avg': 117.51, 'pred_points_against_avg': 114.11, 'points_pred_net_avg': 3.39, 'actual_points_avg': 117.36, 'actual_points_against_avg': 115.25, 'actual_points_net_avg': 2.11, 'roi_ml_results_roi': 5.08, 'roi_spread_results_roi': -27.09, 'roi_total_over_results_roi': -60.02, 'roi_total_under_results_roi': -41.04})}), 'CLE': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e68d3f560>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9371.939720352804, 'pred_points_against_sum': 9252.400722730212, 'points_pred_net_sum': 119.53899762258868, 'actual_points_sum': 9584.0, 'actual_points_against_sum': 9390.0, 'actual_points_net_sum': 194.0, 'roi_ml_results_sum': -2528.73, 'roi_spread_results_sum': -4474.08, 'roi_total_over_results_sum': -4280.12, 'roi_total_under_results_sum': -4854.53, 'pred_points_avg': 115.7, 'pred_points_against_avg': 114.23, 'points_pred_net_avg': 1.48, 'actual_points_avg': 118.32, 'actual_points_against_avg': 115.93, 'actual_points_net_avg': 2.4, 'roi_ml_results_roi': -31.22, 'roi_spread_results_roi': -55.24, 'roi_total_over_results_roi': -52.84, 'roi_total_under_results_roi': -59.93}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9053.8345604957, 'pred_points_against_sum': 9163.94096116807, 'points_pred_net_sum': -110.10640067236898, 'actual_points_sum': 9584.0, 'actual_points_against_sum': 9390.0, 'actual_points_net_sum': 194.0, 'roi_ml_results_sum': -2126.14, 'roi_spread_results_sum': -4293.28, 'roi_total_over_results_sum': -5616.49, 'roi_total_under_results_sum': -3899.98, 'pred_points_avg': 111.78, 'pred_points_against_avg': 113.14, 'points_pred_net_avg': -1.36, 'actual_points_avg': 118.32, 'actual_points_against_avg': 115.93, 'actual_points_net_avg': 2.4, 'roi_ml_results_roi': -26.25, 'roi_spread_results_roi': -53.0, 'roi_total_over_results_roi': -69.34, 'roi_total_under_results_roi': -48.15}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9555.314198380882, 'pred_points_against_sum': 9225.927330739187, 'points_pred_net_sum': 329.38686764169205, 'actual_points_sum': 9584.0, 'actual_points_against_sum': 9390.0, 'actual_points_net_sum': 194.0, 'roi_ml_results_sum': -1422.63, 'roi_spread_results_sum': -5807.21, 'roi_total_over_results_sum': -3134.66, 'roi_total_under_results_sum': -5236.35, 'pred_points_avg': 117.97, 'pred_points_against_avg': 113.9, 'points_pred_net_avg': 4.07, 'actual_points_avg': 118.32, 'actual_points_against_avg': 115.93, 'actual_points_net_avg': 2.4, 'roi_ml_results_roi': -17.56, 'roi_spread_results_roi': -71.69, 'roi_total_over_results_roi': -38.7, 'roi_total_under_results_roi': -64.65}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9534.939256377762, 'pred_points_against_sum': 9228.868818738198, 'points_pred_net_sum': 306.07043763956926, 'actual_points_sum': 9584.0, 'actual_points_against_sum': 9390.0, 'actual_points_net_sum': 194.0, 'roi_ml_results_sum': -1504.77, 'roi_spread_results_sum': -5425.39, 'roi_total_over_results_sum': -3325.57, 'roi_total_under_results_sum': -5236.35, 'pred_points_avg': 117.72, 'pred_points_against_avg': 113.94, 'points_pred_net_avg': 3.78, 'actual_points_avg': 118.32, 'actual_points_against_avg': 115.93, 'actual_points_net_avg': 2.4, 'roi_ml_results_roi': -18.58, 'roi_spread_results_roi': -66.98, 'roi_total_over_results_roi': -41.06, 'roi_total_under_results_roi': -64.65})}), 'MIN': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e68d3f7e0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8934.649262196857, 'pred_points_against_sum': 9024.243413593003, 'points_pred_net_sum': -89.59415139614686, 'actual_points_sum': 9028.0, 'actual_points_against_sum': 8861.0, 'actual_points_net_sum': 167.0, 'roi_ml_results_sum': -3469.78, 'roi_spread_results_sum': -4167.94, 'roi_total_over_results_sum': -3611.34, 'roi_total_under_results_sum': -5518.17, 'pred_points_avg': 111.68, 'pred_points_against_avg': 112.8, 'points_pred_net_avg': -1.12, 'actual_points_avg': 112.85, 'actual_points_against_avg': 110.76, 'actual_points_net_avg': 2.09, 'roi_ml_results_roi': -43.37, 'roi_spread_results_roi': -52.1, 'roi_total_over_results_roi': -45.14, 'roi_total_under_results_roi': -68.98}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9197.121860719806, 'pred_points_against_sum': 8934.47963521802, 'points_pred_net_sum': 262.6422255017896, 'actual_points_sum': 9028.0, 'actual_points_against_sum': 8861.0, 'actual_points_net_sum': 167.0, 'roi_ml_results_sum': -1474.32, 'roi_spread_results_sum': -4757.33, 'roi_total_over_results_sum': -1896.39, 'roi_total_under_results_sum': -5709.08, 'pred_points_avg': 114.96, 'pred_points_against_avg': 111.68, 'points_pred_net_avg': 3.28, 'actual_points_avg': 112.85, 'actual_points_against_avg': 110.76, 'actual_points_net_avg': 2.09, 'roi_ml_results_roi': -18.43, 'roi_spread_results_roi': -59.47, 'roi_total_over_results_roi': -23.7, 'roi_total_under_results_roi': -71.36}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 8890.095242378484, 'pred_points_against_sum': 9122.012540588557, 'points_pred_net_sum': -231.91729821007243, 'actual_points_sum': 9028.0, 'actual_points_against_sum': 8861.0, 'actual_points_net_sum': 167.0, 'roi_ml_results_sum': -2668.76, 'roi_spread_results_sum': -4174.92, 'roi_total_over_results_sum': -1512.95, 'roi_total_under_results_sum': -6667.58, 'pred_points_avg': 111.13, 'pred_points_against_avg': 114.03, 'points_pred_net_avg': -2.9, 'actual_points_avg': 112.85, 'actual_points_against_avg': 110.76, 'actual_points_net_avg': 2.09, 'roi_ml_results_roi': -33.36, 'roi_spread_results_roi': -52.19, 'roi_total_over_results_roi': -18.91, 'roi_total_under_results_roi': -83.34}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 8895.045689024964, 'pred_points_against_sum': 9111.149304255714, 'points_pred_net_sum': -216.1036152307473, 'actual_points_sum': 9028.0, 'actual_points_against_sum': 8861.0, 'actual_points_net_sum': 167.0, 'roi_ml_results_sum': -2481.8, 'roi_spread_results_sum': -4940.24, 'roi_total_over_results_sum': -1322.04, 'roi_total_under_results_sum': -6285.76, 'pred_points_avg': 111.19, 'pred_points_against_avg': 113.89, 'points_pred_net_avg': -2.7, 'actual_points_avg': 112.85, 'actual_points_against_avg': 110.76, 'actual_points_net_avg': 2.09, 'roi_ml_results_roi': -31.02, 'roi_spread_results_roi': -61.75, 'roi_total_over_results_roi': -16.53, 'roi_total_under_results_roi': -78.57})}), 'SAS': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e68d3c0e0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8993.349392728496, 'pred_points_against_sum': 9094.749703600817, 'points_pred_net_sum': -101.40031087231536, 'actual_points_sum': 9392.0, 'actual_points_against_sum': 9289.0, 'actual_points_net_sum': 103.0, 'roi_ml_results_sum': -918.94, 'roi_spread_results_sum': -1610.45, 'roi_total_over_results_sum': -5813.03, 'roi_total_under_results_sum': -2562.52, 'pred_points_avg': 111.03, 'pred_points_against_avg': 112.28, 'points_pred_net_avg': -1.25, 'actual_points_avg': 115.95, 'actual_points_against_avg': 114.68, 'actual_points_net_avg': 1.27, 'roi_ml_results_roi': -11.34, 'roi_spread_results_roi': -19.88, 'roi_total_over_results_roi': -71.77, 'roi_total_under_results_roi': -31.64}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9077.919602473808, 'pred_points_against_sum': 9068.686357591458, 'points_pred_net_sum': 9.233244882350192, 'actual_points_sum': 9392.0, 'actual_points_against_sum': 9289.0, 'actual_points_net_sum': 103.0, 'roi_ml_results_sum': -1031.01, 'roi_spread_results_sum': -1416.3, 'roi_total_over_results_sum': -5049.39, 'roi_total_under_results_sum': -2560.9, 'pred_points_avg': 112.07, 'pred_points_against_avg': 111.96, 'points_pred_net_avg': 0.11, 'actual_points_avg': 115.95, 'actual_points_against_avg': 114.68, 'actual_points_net_avg': 1.27, 'roi_ml_results_roi': -12.73, 'roi_spread_results_roi': -17.49, 'roi_total_over_results_roi': -62.34, 'roi_total_under_results_roi': -31.62}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9203.764177450417, 'pred_points_against_sum': 9228.065874108079, 'points_pred_net_sum': -24.301696657663, 'actual_points_sum': 9392.0, 'actual_points_against_sum': 9289.0, 'actual_points_net_sum': 103.0, 'roi_ml_results_sum': 717.15, 'roi_spread_results_sum': -845.19, 'roi_total_over_results_sum': -3141.91, 'roi_total_under_results_sum': -4283.42, 'pred_points_avg': 113.63, 'pred_points_against_avg': 113.93, 'points_pred_net_avg': -0.3, 'actual_points_avg': 115.95, 'actual_points_against_avg': 114.68, 'actual_points_net_avg': 1.27, 'roi_ml_results_roi': 8.85, 'roi_spread_results_roi': -10.43, 'roi_total_over_results_roi': -38.79, 'roi_total_under_results_roi': -52.88}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9180.384756925761, 'pred_points_against_sum': 9213.252966273938, 'points_pred_net_sum': -32.86820934817993, 'actual_points_sum': 9392.0, 'actual_points_against_sum': 9289.0, 'actual_points_net_sum': 103.0, 'roi_ml_results_sum': 627.39, 'roi_spread_results_sum': -654.28, 'roi_total_over_results_sum': -3714.64, 'roi_total_under_results_sum': -4283.42, 'pred_points_avg': 113.34, 'pred_points_against_avg': 113.74, 'points_pred_net_avg': -0.41, 'actual_points_avg': 115.95, 'actual_points_against_avg': 114.68, 'actual_points_net_avg': 1.27, 'roi_ml_results_roi': 7.75, 'roi_spread_results_roi': -8.08, 'roi_total_over_results_roi': -45.86, 'roi_total_under_results_roi': -52.88})}), 'POR': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e68d3f600>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8862.235117020067, 'pred_points_against_sum': 9219.288695336372, 'points_pred_net_sum': -357.0535783163037, 'actual_points_sum': 9211.0, 'actual_points_against_sum': 8975.0, 'actual_points_net_sum': 236.0, 'roi_ml_results_sum': -2922.64, 'roi_spread_results_sum': -1430.53, 'roi_total_over_results_sum': -5619.41, 'roi_total_under_results_sum': -4474.98, 'pred_points_avg': 109.41, 'pred_points_against_avg': 113.82, 'points_pred_net_avg': -4.41, 'actual_points_avg': 113.72, 'actual_points_against_avg': 110.8, 'actual_points_net_avg': 2.91, 'roi_ml_results_roi': -36.08, 'roi_spread_results_roi': -17.66, 'roi_total_over_results_roi': -69.38, 'roi_total_under_results_roi': -55.25}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 8723.984072012407, 'pred_points_against_sum': 9237.763996391155, 'points_pred_net_sum': -513.7799243787487, 'actual_points_sum': 9211.0, 'actual_points_against_sum': 8975.0, 'actual_points_net_sum': 236.0, 'roi_ml_results_sum': -815.8, 'roi_spread_results_sum': -2000.61, 'roi_total_over_results_sum': -6383.05, 'roi_total_under_results_sum': -3329.52, 'pred_points_avg': 107.7, 'pred_points_against_avg': 114.05, 'points_pred_net_avg': -6.34, 'actual_points_avg': 113.72, 'actual_points_against_avg': 110.8, 'actual_points_net_avg': 2.91, 'roi_ml_results_roi': -10.07, 'roi_spread_results_roi': -24.7, 'roi_total_over_results_roi': -78.8, 'roi_total_under_results_roi': -41.11}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9083.784389011113, 'pred_points_against_sum': 9258.610684220752, 'points_pred_net_sum': -174.82629520963872, 'actual_points_sum': 9211.0, 'actual_points_against_sum': 8975.0, 'actual_points_net_sum': 236.0, 'roi_ml_results_sum': -4078.84, 'roi_spread_results_sum': 868.35, 'roi_total_over_results_sum': -2950.62, 'roi_total_under_results_sum': -5047.71, 'pred_points_avg': 112.15, 'pred_points_against_avg': 114.3, 'points_pred_net_avg': -2.16, 'actual_points_avg': 113.72, 'actual_points_against_avg': 110.8, 'actual_points_net_avg': 2.91, 'roi_ml_results_roi': -50.36, 'roi_spread_results_roi': 10.72, 'roi_total_over_results_roi': -36.43, 'roi_total_under_results_roi': -62.32}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9059.167803234328, 'pred_points_against_sum': 9254.241574344715, 'points_pred_net_sum': -195.07377111037925, 'actual_points_sum': 9211.0, 'actual_points_against_sum': 8975.0, 'actual_points_net_sum': 236.0, 'roi_ml_results_sum': -3263.84, 'roi_spread_results_sum': 677.44, 'roi_total_over_results_sum': -3141.53, 'roi_total_under_results_sum': -5047.71, 'pred_points_avg': 111.84, 'pred_points_against_avg': 114.25, 'points_pred_net_avg': -2.41, 'actual_points_avg': 113.72, 'actual_points_against_avg': 110.8, 'actual_points_net_avg': 2.91, 'roi_ml_results_roi': -40.29, 'roi_spread_results_roi': 8.36, 'roi_total_over_results_roi': -38.78, 'roi_total_under_results_roi': -62.32})}), 'WAS': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e68d3ed40>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9506.887835614667, 'pred_points_against_sum': 9419.746630357138, 'points_pred_net_sum': 87.14120525752415, 'actual_points_sum': 9473.0, 'actual_points_against_sum': 9470.0, 'actual_points_net_sum': 3.0, 'roi_ml_results_sum': 5199.72, 'roi_spread_results_sum': 986.01, 'roi_total_over_results_sum': -4863.56, 'roi_total_under_results_sum': -4294.84, 'pred_points_avg': 114.54, 'pred_points_against_avg': 113.49, 'points_pred_net_avg': 1.05, 'actual_points_avg': 114.13, 'actual_points_against_avg': 114.1, 'actual_points_net_avg': 0.04, 'roi_ml_results_roi': 63.41, 'roi_spread_results_roi': 12.02, 'roi_total_over_results_roi': -58.6, 'roi_total_under_results_roi': -51.75}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9293.066099130941, 'pred_points_against_sum': 9463.707939805656, 'points_pred_net_sum': -170.641840674712, 'actual_points_sum': 9473.0, 'actual_points_against_sum': 9470.0, 'actual_points_net_sum': 3.0, 'roi_ml_results_sum': 3972.06, 'roi_spread_results_sum': 413.28, 'roi_total_over_results_sum': -4672.65, 'roi_total_under_results_sum': -4103.93, 'pred_points_avg': 111.96, 'pred_points_against_avg': 114.02, 'points_pred_net_avg': -2.06, 'actual_points_avg': 114.13, 'actual_points_against_avg': 114.1, 'actual_points_net_avg': 0.04, 'roi_ml_results_roi': 48.44, 'roi_spread_results_roi': 5.04, 'roi_total_over_results_roi': -56.3, 'roi_total_under_results_roi': -49.44}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9528.667742036196, 'pred_points_against_sum': 9459.723592745315, 'points_pred_net_sum': 68.94414929088204, 'actual_points_sum': 9473.0, 'actual_points_against_sum': 9470.0, 'actual_points_net_sum': 3.0, 'roi_ml_results_sum': 2616.38, 'roi_spread_results_sum': 1176.92, 'roi_total_over_results_sum': -4863.56, 'roi_total_under_results_sum': -3722.11, 'pred_points_avg': 114.8, 'pred_points_against_avg': 113.97, 'points_pred_net_avg': 0.83, 'actual_points_avg': 114.13, 'actual_points_against_avg': 114.1, 'actual_points_net_avg': 0.04, 'roi_ml_results_roi': 31.91, 'roi_spread_results_roi': 14.35, 'roi_total_over_results_roi': -58.6, 'roi_total_under_results_roi': -44.84}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9526.247752433808, 'pred_points_against_sum': 9455.281708035518, 'points_pred_net_sum': 70.96604439828681, 'actual_points_sum': 9473.0, 'actual_points_against_sum': 9470.0, 'actual_points_net_sum': 3.0, 'roi_ml_results_sum': 2801.04, 'roi_spread_results_sum': 1176.92, 'roi_total_over_results_sum': -4672.65, 'roi_total_under_results_sum': -3913.02, 'pred_points_avg': 114.77, 'pred_points_against_avg': 113.92, 'points_pred_net_avg': 0.86, 'actual_points_avg': 114.13, 'actual_points_against_avg': 114.1, 'actual_points_net_avg': 0.04, 'roi_ml_results_roi': 34.16, 'roi_spread_results_roi': 14.35, 'roi_total_over_results_roi': -56.3, 'roi_total_under_results_roi': -47.14})}), 'LAL': defaultdict(<function oldizer_sport_home.<locals>.process_team_models.<locals>.<lambda>.<locals>.<lambda> at 0x7b3e68d3e8e0>, {'linear_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9642.491453299821, 'pred_points_against_sum': 9153.07760486308, 'points_pred_net_sum': 489.41384843673944, 'actual_points_sum': 9286.0, 'actual_points_against_sum': 8997.0, 'actual_points_net_sum': 289.0, 'roi_ml_results_sum': 652.99, 'roi_spread_results_sum': -2161.04, 'roi_total_over_results_sum': -2565.17, 'roi_total_under_results_sum': -7336.36, 'pred_points_avg': 119.04, 'pred_points_against_avg': 113.0, 'points_pred_net_avg': 6.04, 'actual_points_avg': 114.64, 'actual_points_against_avg': 111.07, 'actual_points_net_avg': 3.57, 'roi_ml_results_roi': 8.06, 'roi_spread_results_roi': -26.68, 'roi_total_over_results_roi': -31.67, 'roi_total_under_results_roi': -90.57}), 'polynomial_regression_results': defaultdict(<class 'float'>, {'pred_points_sum': 9699.811054477448, 'pred_points_against_sum': 9042.506034681179, 'points_pred_net_sum': 657.3050197962671, 'actual_points_sum': 9286.0, 'actual_points_against_sum': 8997.0, 'actual_points_net_sum': 289.0, 'roi_ml_results_sum': 840.14, 'roi_spread_results_sum': -1596.59, 'roi_total_over_results_sum': -1802.77, 'roi_total_under_results_sum': -6190.9, 'pred_points_avg': 119.75, 'pred_points_against_avg': 111.64, 'points_pred_net_avg': 8.11, 'actual_points_avg': 114.64, 'actual_points_against_avg': 111.07, 'actual_points_net_avg': 3.57, 'roi_ml_results_roi': 10.37, 'roi_spread_results_roi': -19.71, 'roi_total_over_results_roi': -22.26, 'roi_total_under_results_roi': -76.43}), 'cdf_results': defaultdict(<class 'float'>, {'pred_points_sum': 9395.555790154222, 'pred_points_against_sum': 9239.8807450597, 'points_pred_net_sum': 155.67504509452368, 'actual_points_sum': 9286.0, 'actual_points_against_sum': 8997.0, 'actual_points_net_sum': 289.0, 'roi_ml_results_sum': -766.22, 'roi_spread_results_sum': -1019.66, 'roi_total_over_results_sum': -1222.79, 'roi_total_under_results_sum': -6381.81, 'pred_points_avg': 115.99, 'pred_points_against_avg': 114.07, 'points_pred_net_avg': 1.92, 'actual_points_avg': 114.64, 'actual_points_against_avg': 111.07, 'actual_points_net_avg': 3.57, 'roi_ml_results_roi': -9.46, 'roi_spread_results_roi': -12.59, 'roi_total_over_results_roi': -15.1, 'roi_total_under_results_roi': -78.79}), 'weighted_moving_average_results': defaultdict(<class 'float'>, {'pred_points_sum': 9422.99308605929, 'pred_points_against_sum': 9230.235951704517, 'points_pred_net_sum': 192.7571343547699, 'actual_points_sum': 9286.0, 'actual_points_against_sum': 8997.0, 'actual_points_net_sum': 289.0, 'roi_ml_results_sum': -430.98, 'roi_spread_results_sum': -1021.28, 'roi_total_over_results_sum': -1797.2, 'roi_total_under_results_sum': -6572.72, 'pred_points_avg': 116.33, 'pred_points_against_avg': 113.95, 'points_pred_net_avg': 2.38, 'actual_points_avg': 114.64, 'actual_points_against_avg': 111.07, 'actual_points_net_avg': 3.57, 'roi_ml_results_roi': -5.32, 'roi_spread_results_roi': -12.61, 'roi_total_over_results_roi': -22.19, 'roi_total_under_results_roi': -81.14})})}) |