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Regression on Nonlinear Reg. (test)

0.553RMSENN Wide Baseline
0.538760.634880.7310.82712May 19, 2026

Evaluation results

MethodLinks
NN Wide Baseline2026.050.5530.9260.4320.312
NN Compact Baseline2026.050.7220.8740.5920.335
LGB -> NN Standarddistillation_type=Tree to Neural2026.050.8220.8370.670.397
NN Standard Baseline2026.050.8310.8330.6990.423
LGB Baseline2026.050.8610.8210.5590
XGB Baseline2026.050.8660.8190.5820
NN Residual Baseline2026.050.9050.8020.7540.437
Extra Trees -> NNdistillation_type=Tree to Neural2026.050.9090.8010.7590.402