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install.packages('WVPlots')

Monthly Downloads

1,494

Version

1.3.0

License

GPL-2 | GPL-3

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Maintainer

John Mount

Last Published

October 3rd, 2020

Functions in WVPlots (1.3.0)

GainCurvePlot

Plot the cumulative gain curve of a sort-order.
GainCurvePlotWithNotation

Plot the cumulative gain curve of a sort-order with extra notation
BinaryYScatterPlot

Plot a scatter plot of a binary variable with smoothing curve.
DoubleDensityPlot

Plot two density plots conditioned on an outcome variable.
GainCurvePlotList

Plot the cumulative gain curves of a sort-order.
ClevelandDotPlot

Plot a Cleveland dot plot.
DoubleHistogramPlot

Plot two histograms conditioned on an outcome variable.
ConditionalSmoothedScatterPlot

Plot a scatter plot with smoothing line.
GainCurvePlotC

Plot the cumulative gain curve of a sort-order with costs.
DiscreteDistribution

Plot distribution of a single discrete numerical variable.
MetricPairPlot

Plot the relationship between two metrics.
LogLogPlot

Log-log plot
LiftCurvePlotList

Plot the cumulative lift curves of a sort-order.
PRPlot

Plot Precision-Recall plot.
PairPlot

Build a pair plot
PlotDistDensityNormal

Plot an empirical density with the matching normal distribution
PlotDistDensityBeta

Plot empirical rate data as a density with the matching beta distribution
ShadowPlot

Plot a Shadow Bar Plot
PRTPlot

Plot Precision-Recall or Enrichment-Recall as a function of threshold.
ShadowHist

Plot a Shadow Histogram Plot
HexBinPlot

Build a hex bin plot
ThresholdPlot

Plot classifier metrics as a function of thresholds.
WVPlots

WVPlots: Common Plots for Analysis
ROCPlotList

Compare multiple ROC plots.
LiftCurvePlot

Plot the cumulative lift curve of a sort-order.
ScatterBoxPlot

Plot a scatter box plot.
plot_fit_trajectory

Plot the trajectory of a model fit.
ROCPlotPair2

Compare two ROC plots.
plot_Keras_fit_trajectory

Plot the trajectory of a Keras model fit.
PlotDistCountBinomial

Plot count data with a theoretical binomial
PlotDistCountNormal

Plot distribution details as a histogram plus matching normal
ScatterHist

Plot a scatter plot with marginals.
ScatterBoxPlotH

Plot a scatter box plot in horizontal mode.
ShadedDensity

Plot the distribution of a variable with a tail shaded
ROCPlotPair

Compare two ROC plots.
ShadedDensityCenter

Plot the distribution of a variable with a center region shaded
PlotDistHistBeta

Plot empirical rate data as a histogram plus matching beta
plotlyROC

Use plotly to produce a ROC plot.
run_WVPlots_tests

Run WVPlots package tests.
ROCPlot

Plot receiver operating characteristic plot.
ScatterHistN

Plot a height scatter plot with marginals.
ScatterHistC

Plot a conditional scatter plot with marginals.