Man pages for caret
Classification and Regression Training

as.table.confusionMatrixSave Confusion Table Results
avNNetNeural Networks Using Model Averaging
bagA General Framework For Bagging
bagEarthBagged Earth
bagFDABagged FDA
BloodBrainBlood Brain Barrier Data
BoxCoxTransBox-Cox and Exponential Transformations
calibrationProbability Calibration Plot
caret-internalInternal Functions
carsKelly Blue Book resale data for 2005 model year GM cars
classDistCompute and predict the distances to class centroids
confusionMatrixCreate a confusion matrix
confusionMatrix.trainEstimate a Resampled Confusion Matrix
cox2COX-2 Activity Data
createDataPartitionData Splitting functions
dhfrDihydrofolate Reductase Inhibitors Data
diff.resamplesInferential Assessments About Model Performance
dotplot.varImp.trainCreate a dotplot of variable importance values
downSampleDown- and Up-Sampling Imbalanced Data
dummyVarsCreate A Full Set of Dummy Variables
extractPredictionExtract predictions and class probabilities from train...
featurePlotWrapper for Lattice Plotting of Predictor Variables
filterVarImpCalculation of filter-based variable importance
findCorrelationDetermine highly correlated variables
findLinearCombosDetermine linear combinations in a matrix
format.bagEarthFormat 'bagEarth' objects
generateExprVal.method.trimMeanGenerate Expression Values from Probes
GermanCreditGerman Credit Data
icrIndependent Component Regression
knn3k-Nearest Neighbour Classification
knnregk-Nearest Neighbour Regression
latticeLattice functions for plotting resampling results
lattice.diff.resamplesLattice Functions for Visualizing Resampling Differences
lattice.resamplesLattice Functions for Visualizing Resampling Results
lattice.rfeLattice functions for plotting resampling results of...
liftLift Plot
maxDissimMaximum Dissimilarity Sampling
mdrrMultidrug Resistance Reversal (MDRR) Agent Data
modelLookupTools for Models Available in 'train'
modelsA List of Available Models in train
nearZeroVarIdentification of near zero variance predictors
normalize2ReferenceQuantile Normalize Columns of a Matrix Based on a Reference...
normalize.AffyBatch.normalize2ReferenceQuantile Normalization to a Reference Distribution
nullModelFit a simple, non-informative model
oilFatty acid composition of commercial oils
panel.liftLattice Panel Functions for Lift Plots
panel.needleNeedle Plot Lattice Panel
pcaNNetNeural Networks with a Principal Component Step
plotClassProbsPlot Predicted Probabilities in Classification Models
plotObsVsPredPlot Observed versus Predicted Results in Regression and...
plot.rfePlot RFE Performance Profiles
plot.trainPlot Method for the train Class
plot.varImp.trainPlotting variable importance measures
plsdaPartial Least Squares and Sparse Partial Least Squares...
postResampleCalculates performance across resamples
potteryPottery from Pre-Classical Sites in Italy
prcomp.resamplesPrincipal Components Analysis of Resampling Results
predict.bagEarthPredicted values based on bagged Earth and FDA models
predict.knn3Predictions from k-Nearest Neighbors
predict.knnregPredictions from k-Nearest Neighbors Regression Model
predictorsList predictors used in the model
preProcessPre-Processing of Predictors
print.confusionMatrixPrint method for confusionMatrix
print.trainPrint Method for the train Class
resampleHistPlot the resampling distribution of the model statistics
resamplesCollation and Visualization of Resampling Results
resampleSummarySummary of resampled performance estimates
rfeBackwards Feature Selection
rfeControlControlling the Feature Selection Algorithms
rfeFunctionsBackwards Feature Selection Helper Functions
sbfSelection By Filtering (SBF)
sbfControlControl Object for Selection By Filtering (SBF)
sbfFunctionsSelection By Filtering (SBF) Helper Functions
segmentationDataCell Body Segmentation
selectionSelecting tuning Parameters
sensitivityCalculate sensitivity, specificity and predictive values
spatialSignCompute the multivariate spatial sign
summary.bagEarthSummarize a bagged earth or FDA fit
tecatorFat, Water and Protein Content of Meat Samples
trainFit Predictive Models over Different Tuning Parameters
trainControlControl parameters for train
twoClassSimTwo-Class Simulations
update.trainUpdate or Re-fit a Model
varImpCalculation of variable importance for regression and...
caret documentation built on May 2, 2019, 5:47 p.m.