Download tables/model_holdout_summary.csv from cyd0806/spartina-ai-eco-evolution-data: direct link, hf CLI and curl.
- Browser
- Download file 2.45 kB
-
https://huggingface.co/datasets/cyd0806/spartina-ai-eco-evolution-data/resolve/main/tables/model_holdout_summary.csv
- Command line
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hf download hf://datasets/cyd0806/spartina-ai-eco-evolution-data/tables/model_holdout_summary.csv
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curl -L -o model_holdout_summary.csv https://huggingface.co/datasets/cyd0806/spartina-ai-eco-evolution-data/resolve/main/tables/model_holdout_summary.csv
2.45 kB
| 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 | |