Fast Algorithms for Best Subset Selection


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Documentation for package ‘L0Learn’ version 2.1.0

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L0Learn-package A package for L0-regularized learning
coef.L0Learn Extract Solutions
coef.L0LearnCV Extract Solutions
GenSynthetic Generate Synthetic Data
GenSyntheticHighCorr Generate Exponential Correlated Synthetic Data
GenSyntheticLogistic Generate Logistic Synthetic Data
L0Learn.cvfit Cross Validation
L0Learn.fit Fit an L0-regularized model
plot.L0Learn Plot Regularization Path
plot.L0LearnCV Plot Cross-validation Errors
predict.L0Learn Predict Response
predict.L0LearnCV Predict Response
print.L0Learn Print L0Learn.fit object
print.L0LearnCV Print L0Learn.fit object