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penalizedSVM

Feature Selection SVM using Penalty Functions

Support Vector Machine (SVM) classification with simultaneous feature selection using penalty functions is implemented. The smoothly clipped absolute deviation (SCAD), 'L1-norm', 'Elastic Net' ('L1-norm' and 'L2-norm') and 'Elastic SCAD' (SCAD and 'L2-norm') penalties are available. The tuning parameters can be found using either a fixed grid or a interval search.

Versions across snapshots

VersionRepositoryFileSize
1.2.0 rolling linux/jammy R-4.5 penalizedSVM_1.2.0.tar.gz 206.3 KiB
1.2.0 rolling linux/noble R-4.5 penalizedSVM_1.2.0.tar.gz 206.4 KiB
1.2.0 rolling source/ R- penalizedSVM_1.2.0.tar.gz 68.2 KiB
1.2.0 latest linux/jammy R-4.5 penalizedSVM_1.2.0.tar.gz 206.3 KiB
1.2.0 latest linux/noble R-4.5 penalizedSVM_1.2.0.tar.gz 206.4 KiB
1.2.0 latest source/ R- penalizedSVM_1.2.0.tar.gz 68.2 KiB
1.2.0 2026-04-26 source/ R- penalizedSVM_1.2.0.tar.gz 68.2 KiB
1.2.0 2026-04-23 source/ R- penalizedSVM_1.2.0.tar.gz 68.2 KiB
1.2.0 2026-04-09 windows/windows R-4.5 penalizedSVM_1.2.0.zip 209.4 KiB
1.1.4 2025-04-20 source/ R- penalizedSVM_1.1.4.tar.gz 60.1 KiB

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