Detroit                 Detroit Homicide Data for 1961-73
ShaoReg                 Synthetic Regression Data
SinghTest               Singh Prostate Microarray Test Data
SinghTrain              Singh Prostate Microarray Training Data
cgcv                    Estimate Misclassification Rate Using d-fold
                        Cross-Validation for Class Prediction
churnTrain              Customer Churn Data
dShao                   Shao Holdout Sample Size for Linear Regression
                        Variable Selection
featureSelect           Feature Select For Wide Data
fires                   Forest Fires in Montesinho Natural Park
gcv                     Estimate EPE Using Delete-d Cross-Validation
gencve-package          General Cross Validation Engine General Cross
                        Validation Engine
kNN_LOOCV               Select k with Leave-one-out CV
kNN_MLE                 MLE k in kNN
kyphosis                Data on Children who have had Corrective Spinal
                        Surgery
logloss                 log-loss function for multiclass prediction
mae                     Mean Absolute Error
mape                    Mean Absolute Percentage Error
meatspec                Meat Spectrometry to Determine Fat Content
misclassificationrate   Misclassification Rate for Class Prediction
mse                     Mean Square Error Loss
pollution               Pollution Data from McDonald and Schwing
prostate                Prostate Cancer Data
rdigitsBFOS             BFOS Digit Recognition Problem
regal                   Regression EPE for All Implemented Methods
rmix                    Random Mixture Classification Example
rxor                    Random XOR Samples
smape                   Mean Absolute Percentage Error
vifx                    Variance Inflation Factor
yh_C50                  C50 Prediction
yh_CART                 CART Prediction
yh_NB                   Naive Bayes Prediction
yh_RF                   Random Forest Prediction
yh_kNN                  kNN or NN prediction
yh_lda                  LDA predictions
yh_logistic             Logistic Regression and Regularized Logistic
                        Regression Prediction
yh_qda                  QDA Prediction
yh_svm                  Support Vector Machine Prediction
yhat_CART               CART regression prediction
yhat_RF                 Fit Random Forest Regression Predictor
yhat_SVM                Support Vector Machine Regression Prediction
yhat_gel                Elastic Net Regression Prediction
yhat_lars               Fit LASSO Regression using Mallows Cp and
                        Predict
yhat_lm                 Linear Predictor using Least-Squares Regression
yhat_nn                 Nearest Neighbour Prediction
yhat_plus               SCAD or MCP Regression Prediction
yhat_step               Backward Stagewise Regression with AIC or BIC
