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Variable Selection/Result_of_variable_selections_for_weekendmarkets_of_all_4_methods_with_model_accuracy_.csv

+,RF_Feature,RF_avg_Importance,GBT_Feature,GBT_avg_Importance,RFE_RF_Feature,RFE_RF_avg_Importance,RFE_GBT_Feature,RFE_GBT_avg_Importance
+0,RF_avg_Accuracy,0.6145,GBT_avg_Accuracy,0.6195,RFE_RF_avg_Accuracy,0.6145,RFE_GBT_avg_Accuracy,0.6195
+0,all_restaurants_count,0.21992623005484563,all_restaurants_count,0.29112041945455297,all_restaurants_count,0.21992623005484563,all_restaurants_count,0.29112041945455297
+1,supermarkets_count,0.18651799481830422,supermarkets_count,0.22120183636917176,supermarkets_count,0.18651799481830422,supermarkets_count,0.22120183636917176
+2,Anteil der Sozial-wohnungen an allen Wohnungen,0.11921183061531179,Gesamtbetrag Einkünfte Median - [€],0.12262903777263093,Anteil der Sozial-wohnungen an allen Wohnungen,0.11921183061531179,Gesamtbetrag Einkünfte Median - [€],0.12262903777263093
+3,Einwohner: innen je km²,0.11813113841857087,Anteil der Sozial-wohnungen an allen Wohnungen,0.11197896869683842,Einwohner: innen je km²,0.11813113841857087,Anteil der Sozial-wohnungen an allen Wohnungen,0.11197896869683842
+4,Gesamtbetrag Einkünfte Median - [€],0.11443028232514679,distance_rathaus,0.10478102304896274,Gesamtbetrag Einkünfte Median - [€],0.11443028232514679,distance_rathaus,0.10478102304896274
+5,distance_rathaus,0.10848054177897522,Einwohner: innen je km²,0.07061069982869887,distance_rathaus,0.10848054177897522,Einwohner: innen je km²,0.07061069982869887
+6,greencrocers_count,0.06588170030025742,greencrocers_count,0.043104719389813424,greencrocers_count,0.06588170030025742,greencrocers_count,0.043104719389813424
+7,biosupermarkets_count,0.033396204110958616,biosupermarkets_count,0.019531301253774856,biosupermarkets_count,0.033396204110958616,biosupermarkets_count,0.019531301253774856
+8,vegan_restaurants_count,0.024087960834741268,vegan_restaurants_count,0.007622619732954302,vegan_restaurants_count,0.024087960834741268,vegan_restaurants_count,0.007622619732954302
+9,organic_restaurants_count,0.009936116742888012,organic_restaurants_count,0.007419374452601851,organic_restaurants_count,0.009936116742888012,organic_restaurants_count,0.007419374452601851