model	seed	n_test_genes	mean_model_rmse	mean_zero_rmse	mean_train_mean_rmse	mean_model_cosine	mean_train_mean_cosine	mean_perturbation_specific_residual_cosine	relative_rmse_improvement_vs_zero	relative_rmse_improvement_vs_train_mean	raw_cosine_difference_vs_train_mean
nature_methods_linear_pca10	20260712	64	0.10710724571254104	0.11218854418257251	0.10826956178061664	0.34470722227706574	0.32716205560427625	0.17850027779240918	0.04529248959468002	0.010735390898050978	0.01754516667278949
nature_methods_linear_pca10	20260713	70	0.10432991811207362	0.1047924306243658	0.10532973823802812	0.28458779706519893	0.26673054691803244	0.11722361805981824	0.004413606111972723	0.00949228719903461	0.017857250147166492
nature_methods_linear_pca10	20260714	56	0.1081153421795794	0.11289316162999187	0.10970655349748475	0.3340328053059888	0.3183270021690987	0.1977592233701476	0.04232160195913204	0.014504250358588044	0.015705803136890073
nature_methods_linear_pca10	20260715	63	0.10941192182520079	0.1116885787083043	0.11008593014308385	0.30636433971720556	0.29419730102554675	0.13130575788414311	0.020383972196919342	0.0061225654995785694	0.012167038691658805
nature_methods_linear_pca10	20260716	48	0.10390393940421443	0.1125205965557446	0.10492203470009069	0.39273230349256966	0.37929665522339445	0.14474063300682852	0.07657848798607592	0.009703350671633415	0.013435648269175204
ridge_v1_same_coverage	20260712	64	0.1058425142546184	0.11218854418257247	0.1082695617806166	0.32281122196582146	0.32716205560427625	0.22917210775676722	0.05656575699589017	0.022416711456873295	-0.004350833638454787
ridge_v1_same_coverage	20260713	70	0.10472991493131428	0.10479243062436576	0.10532973823802806	0.2747284015690509	0.26673054691803244	0.21595634203404188	0.0005965668768154186	0.005694719428223305	0.007997854651018432
ridge_v1_same_coverage	20260714	56	0.10707821583907515	0.11289316162999183	0.1097065534974847	0.29242095748694347	0.3183270021690987	0.24636938735576613	0.051508397027405506	0.023957891070471193	-0.025906044682155238
ridge_v1_same_coverage	20260715	63	0.10960367635365512	0.11168857870830426	0.11008593014308381	0.25090009679219555	0.29419730102554675	0.19271869029820202	0.018667104360726605	0.004380703227032545	-0.043297204233351205
ridge_v1_same_coverage	20260716	48	0.10574051458388563	0.11252059655574458	0.10492203470009065	0.33712853349910193	0.37929665522339445	0.2030915240162964	0.06025636354051844	-0.007800838843189828	-0.04216812172429252