model_output.csv

,Model_object,Model_iteration,Feature_set,MAPE,R2,ADJR2,pos_count
0,Model/model_0.pkl,0,"['paid_search_clicks_lag_1_moving_average_1_saturation_20_power_2_adstock_0_7', 'kwai_clicks_lag_2_moving_average_1_saturation_10_power_4_adstock_0_7', 'fb_level_achieved_tier_2_clicks_lag_2_moving_average_2_saturation_20_power_2_adstock_0_7', 'fb_level_achieved_tier_1_impressions_lag_2_moving_average_2_saturation_10_power_2_adstock_0_7', 'ga_app_clicks', 'digital_tactic_others_clicks_lag_2_moving_average_2_saturation_20_power_2_adstock_0_7', 'programmatic_clicks_lag_2_moving_average_1_saturation_10_power_2_adstock_0_7']",0.2246671699826956,0.8695595237589726,0.8694321404813935,8
1,Model/model_1.pkl,1,"['paid_search_clicks_lag_1_moving_average_1_saturation_20_power_2_adstock_0_7', 'kwai_clicks_lag_2_moving_average_1_saturation_10_power_4_adstock_0_7', 'fb_level_achieved_tier_2_clicks_lag_2_moving_average_2_saturation_20_power_2_adstock_0_7', 'fb_level_achieved_tier_1_impressions_lag_2_moving_average_2_saturation_10_power_2_adstock_0_7', 'ga_app_clicks', 'digital_tactic_others_clicks_lag_2_moving_average_2_saturation_20_power_2_adstock_0_7', 'programmatic_clicks_lag_2_moving_average_1_saturation_20_power_2_adstock_0_7']",0.2246671699826956,0.8695595237589726,0.8694321404813935,8
2,Model/model_2.pkl,2,"['paid_search_clicks_lag_1_moving_average_1_saturation_20_power_2_adstock_0_7', 'kwai_clicks_lag_2_moving_average_1_saturation_10_power_4_adstock_0_7', 'fb_level_achieved_tier_2_clicks_lag_2_moving_average_2_saturation_20_power_2_adstock_0_7', 'fb_level_achieved_tier_1_impressions_lag_2_moving_average_2_saturation_10_power_2_adstock_0_7', 'ga_app_clicks', 'digital_tactic_others_clicks_lag_2_moving_average_2_saturation_20_power_2_adstock_0_7', 'programmatic_impressions_lag_2_moving_average_1_saturation_10_power_3_adstock_0_7']",0.23058715311257882,0.8699421089682134,0.8698150993090027,8
3,Model/model_3.pkl,3,"['paid_search_clicks_lag_1_moving_average_1_saturation_20_power_2_adstock_0_7', 'kwai_clicks_lag_2_moving_average_1_saturation_10_power_4_adstock_0_7', 'fb_level_achieved_tier_2_clicks_lag_2_moving_average_2_saturation_20_power_2_adstock_0_7', 'fb_level_achieved_tier_1_impressions_lag_2_moving_average_2_saturation_10_power_2_adstock_0_7', 'ga_app_clicks', 'digital_tactic_others_clicks_lag_2_moving_average_2_saturation_20_power_2_adstock_0_7', 'programmatic_impressions_lag_2_moving_average_1_saturation_20_power_3_adstock_0_7']",0.23058715311257882,0.8699421089682134,0.8698150993090027,8
4,Model/model_4.pkl,4,"['paid_search_clicks_lag_1_moving_average_1_saturation_20_power_2_adstock_0_7', 'kwai_clicks_lag_2_moving_average_1_saturation_10_power_4_adstock_0_7', 'fb_level_achieved_tier_2_clicks_lag_2_moving_average_2_saturation_20_power_2_adstock_0_7', 'fb_level_achieved_tier_1_impressions_lag_2_moving_average_2_saturation_10_power_2_adstock_0_7', 'ga_app_clicks', 'digital_tactic_others_clicks_lag_2_moving_average_2_saturation_10_power_2_adstock_0_7', 'programmatic_clicks_lag_2_moving_average_1_saturation_10_power_2_adstock_0_7']",0.22466716998074276,0.8695595237588377,0.8694321404812584,8