split,feature_set,model,n,rmse,mae,r2
leave_one_year_out,pca+space,mean,854,1.564397007198986,1.0764775575927472,-0.053130329001373156
leave_one_year_out,pca+space,ridge,854,1.7835054944214082,1.4217043362542416,-0.3687907777184183
leave_one_year_out,pca+space,random_forest,854,1.4099473320468645,0.9620451674405056,0.14455134575617856
leave_one_year_out,pca+space,extra_trees,854,1.416914029483451,0.9473424051478974,0.13607673760155925
leave_one_year_out,climate+space,mean,854,1.564397007198986,1.0764775575927472,-0.053130329001373156
leave_one_year_out,climate+space,ridge,854,1.60200483280893,1.1223866963154248,-0.10437307808414986
leave_one_year_out,climate+space,random_forest,854,1.3825109083807638,0.9300347387380997,0.1775200861658589
leave_one_year_out,climate+space,extra_trees,854,1.402277711857715,0.9286403104065464,0.15383271597496218
leave_one_year_out,climate_only,mean,854,1.564397007198986,1.0764775575927472,-0.053130329001373156
leave_one_year_out,climate_only,ridge,854,1.6363743743633523,1.129418097495414,-0.15226801536101475
leave_one_year_out,climate_only,random_forest,854,1.4371708415616142,0.971493489997059,0.11119812543676355
leave_one_year_out,climate_only,extra_trees,854,1.3989132572746628,0.9382665377176276,0.15788822670617786
spatial_blocks,pca+space,mean,854,1.549011945500214,1.0648190236531794,-0.032518165468492954
spatial_blocks,pca+space,ridge,854,1.4175455703796667,0.974479579991522,0.13530643756650118
spatial_blocks,pca+space,random_forest,854,1.1866697911204427,0.7850329717544063,0.39403444145910593
spatial_blocks,pca+space,extra_trees,854,1.251502726916829,0.8214404343828914,0.3260126153117697
spatial_blocks,climate+space,mean,854,1.549011945500214,1.0648190236531794,-0.032518165468492954
spatial_blocks,climate+space,ridge,854,1.4259944779833704,0.9775363646219386,0.12496816263947441
spatial_blocks,climate+space,random_forest,854,1.2240463483971462,0.8107091131469405,0.35526107238670057
spatial_blocks,climate+space,extra_trees,854,1.2595687497733081,0.8220109264746432,0.3172968266608035
spatial_blocks,climate_only,mean,854,1.549011945500214,1.0648190236531794,-0.032518165468492954
spatial_blocks,climate_only,ridge,854,1.4715851976360248,0.9916981788843318,0.06812215074334693
spatial_blocks,climate_only,random_forest,854,1.287704538950714,0.8375280138414042,0.28645622727801046
spatial_blocks,climate_only,extra_trees,854,1.3135654883066834,0.8514696204214117,0.25750826034000407