dependence_plot: Dependence_plot

In fastai: Interface to 'fastai'

Dependence_plot

Description

Plots the value of a variable on the x-axis and the SHAP value of the same variable on the y-axis. Accepts a class_id and variable_name.

Usage

dependence_plot(object, variable_name = "", class_id = 0, dpi = 200, ...)

Arguments

object	ShapInterpretation object
variable_name	the name of the column
class_id	is used to indicate the class of interest for a classification model. It can either be an int or str representation for a class of choice. This plot shows how the model depends on the given variable. Vertical dispersion of the datapoints represent interaction effects. Gray ticks along the y-axis are datapoints where the variable's values were NaN.
dpi	dots per inch
...	additional arguments

Value

None

fastai documentation built on June 22, 2024, 11:15 a.m.