,Model_object,Model_iteration,Feature_set,MAPE,R2,ADJR2,pos_count
0,Model/model_0.pkl,0,"['paid_search_clicks_lag_2_moving_average_2', 'kwai_clicks_lag_2_moving_average_1', 'fb_level_achieved_tier_2_clicks_lag_2_moving_average_2', 'fb_level_achieved_tier_1_impressions_lag_2_moving_average_2', 'ga_app_clicks_lag_2_moving_average_2', 'digital_tactic_others_clicks_lag_2_moving_average_2', 'programmatic_clicks_lag_2_moving_average_2']",0.2050129403494289,0.8724497174127649,0.8723379991972856,8
1,Model/model_1.pkl,1,"['paid_search_clicks_lag_2_moving_average_2', 'kwai_clicks_lag_2_moving_average_1', 'fb_level_achieved_tier_2_clicks_lag_2_moving_average_2', 'fb_level_achieved_tier_1_impressions_lag_2_moving_average_2', 'ga_app_clicks_lag_2_moving_average_2', 'digital_tactic_others_clicks_lag_2_moving_average_2', 'programmatic_clicks_lag_1_moving_average_2']",0.20442862092406472,0.8724350641528031,0.8723233331028869,8
2,Model/model_2.pkl,2,"['paid_search_clicks_lag_2_moving_average_2', 'kwai_clicks_lag_2_moving_average_1', 'fb_level_achieved_tier_2_clicks_lag_2_moving_average_2', 'fb_level_achieved_tier_1_impressions_lag_2_moving_average_2', 'ga_app_clicks_lag_2_moving_average_2', 'digital_tactic_others_clicks_lag_2_moving_average_2', 'programmatic_impressions_lag_2_moving_average_2']",0.20858567932719632,0.8726870299402864,0.8725755195811249,8
3,Model/model_3.pkl,3,"['paid_search_clicks_lag_2_moving_average_2', 'kwai_clicks_lag_2_moving_average_1', 'fb_level_achieved_tier_2_clicks_lag_2_moving_average_2', 'fb_level_achieved_tier_1_impressions_lag_2_moving_average_2', 'ga_app_clicks_lag_2_moving_average_2', 'digital_tactic_others_clicks_lag_2_moving_average_2', 'programmatic_impressions_lag_1_moving_average_2']",0.20768290011684232,0.8725742604515683,0.8724626513203322,8
4,Model/model_4.pkl,4,"['paid_search_clicks_lag_2_moving_average_2', 'kwai_clicks_lag_2_moving_average_1', 'fb_level_achieved_tier_2_clicks_lag_2_moving_average_2', 'fb_level_achieved_tier_1_impressions_lag_2_moving_average_2', 'ga_app_clicks_lag_2_moving_average_2', 'digital_tactic_others_clicks_lag_2_moving_average_2', 'programmatic_cost_lag_1_moving_average_1']",0.20438847234469207,0.8724375470745487,0.8723258181993637,8
5,Model/model_5.pkl,5,"['paid_search_clicks_lag_2_moving_average_2', 'kwai_clicks_lag_2_moving_average_1', 'fb_level_achieved_tier_2_clicks_lag_2_moving_average_2', 'fb_level_achieved_tier_1_impressions_lag_2_moving_average_2', 'ga_app_clicks_lag_2_moving_average_2', 'digital_tactic_others_clicks_lag_2_moving_average_2', 'programmatic_cost_lag_1_moving_average_2']",0.2043484858318493,0.8724360353176581,0.8723243051183618,8
6,Model/model_6.pkl,6,"['paid_search_clicks_lag_2_moving_average_2', 'kwai_clicks_lag_2_moving_average_1', 'fb_level_achieved_tier_2_clicks_lag_2_moving_average_2', 'fb_level_achieved_tier_1_impressions_lag_2_moving_average_2', 'ga_app_clicks_lag_2_moving_average_2', 'digital_tactic_others_clicks_lag_1_moving_average_2', 'programmatic_clicks_lag_2_moving_average_2']",0.20470411269634706,0.87243738003599,0.8723256510145,8
7,Model/model_7.pkl,7,"['paid_search_clicks_lag_2_moving_average_2', 'kwai_clicks_lag_2_moving_average_1', 'fb_level_achieved_tier_2_clicks_lag_2_moving_average_2', 'fb_level_achieved_tier_1_impressions_lag_2_moving_average_2', 'ga_app_clicks_lag_2_moving_average_2', 'digital_tactic_others_clicks_lag_1_moving_average_2', 'programmatic_clicks_lag_1_moving_average_2']",0.2040874338337558,0.872420808393385,0.872309064857193,8
8,Model/model_8.pkl,8,"['paid_search_clicks_lag_2_moving_average_2', 'kwai_clicks_lag_2_moving_average_1', 'fb_level_achieved_tier_2_clicks_lag_2_moving_average_2', 'fb_level_achieved_tier_1_impressions_lag_2_moving_average_2', 'ga_app_clicks_lag_2_moving_average_2', 'digital_tactic_others_clicks_lag_1_moving_average_2', 'programmatic_impressions_lag_2_moving_average_2']",0.20794211674782467,0.8726740538607853,0.872562532136189,8
9,Model/model_9.pkl,9,"['paid_search_clicks_lag_2_moving_average_2', 'kwai_clicks_lag_2_moving_average_1', 'fb_level_achieved_tier_2_clicks_lag_2_moving_average_2', 'fb_level_achieved_tier_1_impressions_lag_2_moving_average_2', 'ga_app_clicks_lag_2_moving_average_2', 'digital_tactic_others_clicks_lag_1_moving_average_2', 'programmatic_impressions_lag_1_moving_average_2']",0.2070943017061646,0.8725633078618766,0.8724516891375315,8