woe_cal_df: woe_cal_df

In nguyenngocbinh/scorecard.sea: An implementation of score card

Description

Compute the woe_cal that shows the Weights Of Evidence (WOE) for each group and respeective Information Values (IVs).

Usage

woe_cal_df(data, woe_table)

Arguments

data	The data is to be computed.
woe_table	The table is calculated woe

Details

For a given actual for a Binary Y variable and a categorical X variable stored as factor, the WOE table is generated with calculated WOE's and IV's

Value

The woe data

• woe_data. The data is computed woe.

Author(s)

Nguyen Ngoc Binh [e-mail]

Examples

data('hmeq')
hmeq1 <- hmeq[,c("bad", "reason", "job")]
woe_table <- woe_cal_table(df = hmeq1, y = "bad")
df_woe <- woe_cal_df(data = hmeq, woe_table = woe_table)

nguyenngocbinh/scorecard.sea documentation built on Jan. 4, 2020, 11:43 a.m.