qtile_plot: Ratio of target categories in binned numeric predictor

In Curious-Joe/mixBag: Collection of miscellaneous useful utility functions

Description

Plot the ratio of categories of target labels inside different bins created based on quantiles for numeric features

Usage

qtile_plot(data, x_feat, y_feat, quantile = 4)

Arguments

data	Name of the data frame object
x_feat	Name of the predictor of the interest
y_feat	Name of the target feature
quantile	Number of quantiles to be used to bin the numeric feature

Value

Returns three outputs:

1. Quantile boundaries,

2. Total records in each quantiles based bin,

3. A line plot showing ratio in different bins. The output of the function can be passed to plotly to generate interactive plot

Examples

library(tidyverse)
qtile_plot(iris, Sepal.Length, Species, 4)

Curious-Joe/mixBag documentation built on Aug. 30, 2021, 6:48 p.m.