Plot Distribution of Slopes

Description

Plots an 'A3' object's distribution of slopes for each feature and observation. Uses Kernel Density Estimation to create an estimate of the distribution of slopes for a feature.

Usage

plotSlopes(x, ...)

Arguments

Examples

 require(randomForest)
 data(housing)

 x <- a3(MED.VALUE ~ NOX + PUPIL.TEACHER + ROOMS + AGE + HIGHWAY + 0,
   housing, randomForest, p.acc = NULL, n.folds = 2)

 plotSlopes(x)
 

Results

R version 3.3.1 (2016-06-21) -- "Bug in Your Hair"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)

R is free software and comes with ABSOLUTELY NO WARRANTY.
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Type 'license()' or 'licence()' for distribution details.

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Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(A3)
Loading required package: xtable
Loading required package: pbapply
> png(filename="/home/ddbj/snapshot/RGM3/R_CC/result/A3/plotSlopes.Rd_%03d_medium.png", width=480, height=480)
> ### Name: plotSlopes
> ### Title: Plot Distribution of Slopes
> ### Aliases: plotSlopes
> 
> ### ** Examples
> 
> ## No test: 
>  require(randomForest)
Loading required package: randomForest
randomForest 4.6-12
Type rfNews() to see new features/changes/bug fixes.
>  data(housing)
> 
>  x <- a3(MED.VALUE ~ NOX + PUPIL.TEACHER + ROOMS + AGE + HIGHWAY + 0,
+    housing, randomForest, p.acc = NULL, n.folds = 2)
> 
>  plotSlopes(x)
>  
> ## End(No test)
> 
> 
> 
> 
> 
> dev.off()
null device 
          1 
>