Machine Learning Bricks

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SHAP Load

Function

Loads a saved SHAP explainer object from a binary file using Joblib.
SHAP Probability

Function

Visualizes the relationship between SHAP values (Logits) and Probability. Plots the Sigmoid curve and highlights the specific probability for a given SHAP score.
SHAP Save

Function

Saves a SHAP explainer object to a binary file using Joblib.
Split Target Column

Function

Splits the data into Features (X) and Target (y). Returns X as a DataFrame and y as a Series.