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CDLasso (version 1.1)
Coordinate Descent Algorithms for Lasso Penalized L1, L2, and Logistic Regression
Description
Coordinate Descent Algorithms for Lasso Penalized L1, L2, and Logistic Regression
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Link to current version
Version
Version
1.1
1.0
Install
install.packages('CDLasso')
Monthly Downloads
38
Version
1.1
License
GPL-2
Maintainer
Edward Grant
Last Published
May 17th, 2013
Functions in CDLasso (1.1)
Search all functions
l2.reg
Cyclic Coordinate Descent for L2 regression
print.l2.reg
Print results of Cyclic Coordinate Descent for L2 Regression
summary.logit.reg
Print all results of Cyclic Coordinate Descent for Logistic Regression
plot.cv.logit.reg
Cross validation plot
cv.l2.reg
k-fold Cross Validation
print.l1.reg
Print results of Greedy Coordinate Descent for L1 Regression
summary.l2.reg
Print all results of Cyclic Coordinate Descent for L2 Regression
logit.reg
Cyclic Coordinate Descent for Logistic regression
print.logit.reg
Print results of Cyclic Coordinate Descent for Logistic Regression
CDLasso-package
Coordinate descent algorithms for L1 and L2 regression
cv.l1.reg
k-fold Cross Validation
print.cv.logit.reg
Print results of Greedy Coordinate Descent for Logistic Regression
l1.reg
Greedy Coordinate Descent for L1 regression
plot.cv.l1.reg
Cross validation plot
summary.l1.reg
Print all results of Greedy Coordinate Descent for L1 Regression
print.cv.l1.reg
Print results of Greedy Coordinate Descent for L1 Regression
plot.cv.l2.reg
Cross validation plot
cv.logit.reg
k-fold Cross Validation
print.cv.l2.reg
Print results of Greedy Coordinate Descent for L2 Regression
