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ResearchFormerly WizWand

Feature Selection on CO with random extraneous features (Precision, Recall)

100PrecisionUnivariate
70.3678.05585.7593.445Nov 10, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Univariate% extraneous features=502023.11100100
LassoNet% extraneous features=502023.11100100
Univariate% extraneous features=752023.11100100
Lasso% extraneous features=502023.1198.998.9
LassoNet% extraneous features=752023.1197.697.6
Deep Lasso% extraneous features=502023.1197.497.4
Lasso% extraneous features=752023.1195.795.7
Deep Lasso% extraneous features=752023.1195.795.7
1L Lasso% extraneous features=502023.1195.495.4
XGBoost% extraneous features=752023.1194.694.6
XGBoost% extraneous features=502023.1194.494.4
RF% extraneous features=752023.1194.394.3
1L Lasso% extraneous features=752023.1190.990.9
RF% extraneous features=502023.1189.389.3
AGL% extraneous features=502023.1179.479.4
AGL% extraneous features=752023.1174.374.3
AM% extraneous features=502023.1171.571.5