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Machine Learning Interpretability (SHAP)

Mohamed AbdelwahabMohamed Abdelwahab
Jan 19, 202510 min read7 views

Table Of Content 1. Intro To SHAP 2. SHAP Summary Plot 3. SHAP Force Plot 4. SHAP Dependence Plot 5. SHAP Waterfall Plot 6. SHAP Interaction...

Machine Learning Interpretability (SHAP)

Introduction to statistical learning 4

Mohamed AbdelwahabMohamed Abdelwahab
Jan 19, 202519 min read2 views

Table of Content 4. Classification 4.1 An Overview of Classification 4.2 Why Not Linear Regression? 4.3 Logistic Regression 4.4 Generative...

Introduction to statistical learning 4

Introduction to statistical learning 3

Mohamed AbdelwahabMohamed Abdelwahab
Jan 19, 202527 min read3 views

Table of Content 3. Linear Regression 3.1 Simple Linear Regression 3.1.1 Estimating the Coefficients 3.1.2 Assessing the Accuracy of the...

Introduction to statistical learning 3