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condition,solution_density,discordance_proxy,specialist_frac_among_improving,base_mse_primary,top1_mse,ensemble_mse,useful_gain_top1,useful_gain_ensemble
needle_nopretrain,0.065,0.24737325176377234,1.0,0.08983233571052551,0.08242404460906982,0.08793824166059494,0.0074082911014556885,0.0018940940499305725
thicket_mixed,0.23,0.6755303717227109,1.0,0.10400523990392685,0.005784983746707439,0.00450878543779254,0.09822025615721941,0.09949645446613431
plateau_line,0.51,0.0701280043559841,0.9901960784313726,0.14349780976772308,0.12766996026039124,0.13218800723552704,0.015827849507331848,0.011309802532196045

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