R Graphical Manual

Last data update: 2014.03.03

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R Release (3.2.3)
CranContrib
BioConductor
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Results 1 - 10 of 84 found.
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prcomp.resamples (Package: caret) :

Performs a principal components analysis on an object of class resamples and returns the results as an object with classes prcomp.resamples and prcomp.

● Data Source: CranContrib
● Keywords: hplot
● Alias: cluster, cluster.resamples, plot.prcomp.resamples, prcomp.resamples
● 0 images

avNNet.default (Package: caret) : Neural Networks Using Model Averaging

Aggregate several neural network models

● Data Source: CranContrib
● Keywords: neural
● Alias: avNNet, avNNet.default, avNNet.formula, predict.avNNet
● 0 images

bagEarth (Package: caret) : Bagged Earth

A bagging wrapper for multivariate adaptive regression splines (MARS) via the earth function

● Data Source: CranContrib
● Keywords: regression
● Alias: bagEarth, bagEarth.default, bagEarth.formula, print.bagEarth
● 0 images

plot.rfe (Package: caret) :

These functions plot the resampling results for the candidate subset sizes evaluated during the recursive feature elimination (RFE) process

● Data Source: CranContrib
● Keywords: hplot
● Alias: ggplot.rfe, plot.rfe
● 0 images

train_model_list (Package: caret) : A List of Available Models in train

These models are included in the package via wrappers for train. Custom models can also be created. See the URL below.

● Data Source: CranContrib
● Keywords: models
● Alias: models, train_model_list
● 0 images

lattice.rfe (Package: caret) : Lattice functions for plotting resampling results of recursive feature selection

A set of lattice functions are provided to plot the resampled performance estimates (e.g. classification accuracy, RMSE) over different subset sizes.

● Data Source: CranContrib
● Keywords: hplot
● Alias: densityplot.rfe, histogram.rfe, stripplot.rfe, xyplot.rfe
● 0 images

rfe (Package: caret) : Backwards Feature Selection

A simple backwards selection, a.k.a. recursive feature selection (RFE), algorithm

● Data Source: CranContrib
● Keywords: models
● Alias: predict.rfe, rfe, rfe.default, rfeIter, update.rfe
● 0 images

update.train (Package: caret) :

update allows a user to over-ride the tuning parameter selection process by specifying a set of tuning parameters or to update the model object to the latest version of this package.

● Data Source: CranContrib
● Keywords: models
● Alias: update.train
● 0 images

sbfControl (Package: caret) :

Controls the execution of models with simple filters for feature selection

● Data Source: CranContrib
● Keywords: utilities
● Alias: sbfControl
● 0 images

caret-internal (Package: caret) : Internal Functions

Internal functions

● Data Source: CranContrib
● Keywords: internal
● Alias: MeanSD, bagEarthStats, caretTheme, cforestStats, createModel, expandParameters, flatTable, gamFormula, hasTerms, ipredStats, predictionFunction, probFunction, progress, resampleWrapper, rfStats, sbfIter, sortImp, well_numbered
● 0 images