These models are included in the package via wrappers for train. panel.needle: Needle Plot Lattice PanelĪ List of Available Models in train Description.panel.lift2: Lattice Panel Functions for Lift Plots.oil: Fatty acid composition of commercial oils.nullModel: Fit a simple, non-informative model.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.learning_curve_dat: Create Data to Plot a Learning Curve.knn3: k-Nearest Neighbour Classification.index2vec: Convert indicies to a binary vector.icr.formula: Independent Component Regression.ain: Lattice functions for plotting resampling results.getSamplingInfo: Get sampling info from a train model.gafs_initial: Ancillary genetic algorithm functions.fault: Genetic algorithm feature selection.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.
#CARET HTML FULL#
dummyVars: Create A Full Set of Dummy Variables.downSample: Down- and Up-Sampling Imbalanced Data.: Lattice Functions for Visualizing Resampling Differences.dotPlot: Create a dotplot of variable importance values.diff.resamples: Inferential Assessments About Model Performance.dhfr: Dihydrofolate Reductase Inhibitors Data.densityplot.rfe: Lattice functions for plotting resampling results of.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.caretSBF: Selection By Filtering (SBF) Helper Functions.caretFuncs: Backwards Feature Selection Helper Functions.calibration: Probability Calibration Plot.
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