Interpretable Models# Generalized Linear Models GLM in MoDeVa Global Interpretation Local Interpretation Examples Decision Tree Decision Tree in MoDeVa Global Interpretation Local Interpretation Examples Gradient Boosted Decision Trees Mathematical Formulation GBDT in MoDeVa Interpretability Through Functional ANOVA Global Interpretation Local Interpretation Monotonicity Constraint in GBDT Examples Linear Tree and Gradient Boosted Linear Trees Linear Tree Linear Tree in MoDeVa Gradient Boosted Linear Tree (GBLT) GBLT in MoDeVa Global Interpretation Local Interpretation Examples Neural Tree Model architecture Neural Tree in MoDeVa Functional ANOVA Representation Global Interpretation Local Interpretation Monotonicity Constraints in Neural Tree Examples GAMI-Net GAMI-Net in MoDeVa Functional ANOVA Representation Global Interpretation Local Interpretation Monotonicity Constraints in GAMI-Net Examples ReLU Neural Network Model architecture Local Linear Models (LLM) ReLU DNN in MoDeVa Model Interpretation Local Interpretation Examples Mixture of Experts (MoE) Model Architecture MoE in MoDeVa Interpretation: Functional ANOVA Representation Global Interpretation Local Interpretation Examples
