decision_plot: Decision_plot

In fastai: Interface to 'fastai'

Decision_plot

Description

Visualizes a model's decisions using cumulative SHAP values.

Usage

decision_plot(object, class_id = 0, row_idx = -1, dpi = 200, ...)

Arguments

object	ShapInterpretation object
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. Each colored line in the plot represents the model's prediction for a single observation.
row_idx	If no index is passed in to use from the data, it will default to the first ten samples on the test set. Note:plotting too many samples at once can make the plot illegible.
dpi	dots per inch
...	additional arguments

Value

None

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