Bundle Methods for Regularized Risk Minimization Package

Documentation for package ‘bmrm’ version 1.6

bmrm	Bundle Methods for Regularized Risk Minimization
costMatrix	Compute or check the structure of a cost matrix
epsilonInsensitiveRegressionLoss	The loss function to perform a epsilon-insensitive regression (Vapnik et al. 1997)
fbetaLoss	F beta score loss function
hingeLoss	Hinge Loss function for SVM
ladRegressionLoss	The loss function to perform a least absolute deviation regression
lmsRegressionLoss	The loss function to perform a least mean square regression
logisticRegressionLoss	The loss function to perform a logistic regression
ordinalRegressionLoss	The loss function for ordinal regression
quantileRegressionLoss	The loss function to perform a quantile regression
rocLoss	The loss function to maximize area under the ROC curve
softMarginVectorLoss	Soft Margin Vector Loss function for multiclass SVM