| model,gini_train,gini_test,mae,rmse,cv_rmse,ae_ratio,gamma_deviance,n_params,training_time |
| cann_gbm,0.3497,0.3473,1158.43,1839.36,0.605,1.0099,-10437.003248,300519,881.6 |
| stacked_ensemble,0.3585,0.3472,1144.24,1863.54,0.613,1.0626,-10548.74513,9,0.0 |
| xgboost,0.3579,0.3468,1152.26,1849.69,0.6084,1.0268,-10490.842521,778,38.2 |
| catboost,0.3455,0.3461,1165.41,1855.64,0.6104,1.0151,-10545.968021,946,135.1 |
| cann,0.3521,0.3457,1168.04,1857.14,0.6109,1.0159,-10608.506085,300519,918.3 |
| drn,0.3503,0.3454,1174.7,1861.03,0.6122,1.0043,-10640.272218,300714,863.2 |
| localglmnet,0.3485,0.3428,1196.51,1903.44,0.6261,1.008,-10907.573099,193134,3502.3 |
| tabm,0.3565,0.3427,1392.63,2445.72,0.8045,1.5535,-18795.918859,1735956,3171.0 |
| ft_transformer,0.0268,0.0279,2141.76,3507.74,1.1538,3.0518,-95665.216816,700611,13875.2 |
|
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