corr_plot {HPiP} | R Documentation

## Plot Correlation Matrix between Input Features

### Description

A graphical display of a correlation matrix.

### Usage

    corr_plot(cormat, method = "number", cex = 0.9)

### Arguments

`cormat` | A correlation matrix.
`method` | The visualization method of correlation matrix; defaults to number. See `corrplot` for more details.
`cex` | The size of x/y axis label.

### Details

corr_plot

### Value

A correlation plot.

### Author(s)

Matineh Rahmatbakhsh, matinerb.94@gmail.com.

### Examples

    data('example_data')
    x <- na.omit(example_data)
    #perform feature selection
    s <- FSmethod(x, type = 'both',
    cor.cutoff = 0.7, resampling.method = "repeatedcv",
    iter = 5, repeats = 3, metric = "ROC", verbose = TRUE)
    corr_plot(s$cor.result$corProfile, method = 'square' , cex = 0.5)

[Package HPiP version 1.0.0 Index]