#CARET TRAIN FULL#

plotObsVsPred: Plot Observed versus Predicted Results in Regression and.

plotClassProbs: Plot Predicted Probabilities in Classification Models.

pcaNNet: Neural Networks with a Principal Component Step.

panel.needle: Needle Plot Lattice Panel.

panel.lift: Lattice Panel Functions for Lift Plots.

oil: Fatty acid composition of commercial oils.

nullModel: Fit a simple, non-informative model.

2Reference: Quantile Normalization to a Reference Distribution.

normalize2Reference: Quantile Normalize Columns of a Matrix Based on a Reference.

nearZeroVar: Identification of near zero variance predictors.

models: A List of Available Models in train.

modelLookup: Tools for Models Available in 'train'.

mdrr: Multidrug Resistance Reversal (MDRR) Agent Data.

maxDissim: Maximum Dissimilarity Sampling.

lattice.rfe: Lattice functions for plotting resampling results of.

lattice.resamples: Lattice Functions for Visualizing Resampling Results.

: Lattice Functions for Visualizing Resampling Differences.

lattice: Lattice functions for plotting resampling results.

knn3: k-Nearest Neighbour Classification.

: Generate Expression Values from Probes.

format.bagEarth: Format 'bagEarth' objects.

findLinearCombos: Determine linear combinations in a matrix.

findCorrelation: Determine highly correlated variables.

filterVarImp: Calculation of filter-based variable importance.

featurePlot: Wrapper for Lattice Plotting of Predictor Variables.

extractPrediction: Extract predictions and class probabilities from train.

#CARET TRAIN FULL#

dummyVars: Create A Full Set of Dummy Variables.downSample: Down- and Up-Sampling Imbalanced Data.

: Create a dotplot of variable importance values.diff.resamples: Inferential Assessments About Model Performance.dhfr: Dihydrofolate Reductase Inhibitors Data.createDataPartition: Data Splitting functions.ain: Estimate a Resampled Confusion Matrix.confusionMatrix: Create a confusion matrix.classDist: Compute and predict the distances to class centroids.cars: Kelly Blue Book resale data for 2005 model year GM cars.calibration: Probability Calibration Plot.BoxCoxTrans: Box-Cox and Exponential Transformations.avNNet: Neural Networks Using Model Averaging.as.nfusionMatrix: Save Confusion Table Results.

Caret train