graph_binary_objective_vs_threshold(pipeline, X, y, objective, steps=100)¶
Generates a plot graphing objective score vs. decision thresholds for a fitted binary classification pipeline.
pipeline (PipelineBase or subclass) – Fitted pipeline
X (ww.DataTable, pd.DataFrame) – The input data used to score and compute scores
y (ww.DataColumn, pd.Series) – The target labels
objective (ObjectiveBase obj, str) – Objective used to score, shown on the y-axis of the graph
steps (int) – Number of intervals to divide and calculate objective score at
plotly.Figure representing the objective score vs. threshold graph generated