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Explainable AI
Ordner: university/Data-Science/Machine-Learning/Explainable-AI
64 Dateien in diesem Ordner.
03. Aug. 2025
Vanilla Gradient
03. Aug. 2025
Weight Plot
03. Aug. 2025
White Box Model
03. Aug. 2025
TreeSHAP
03. Aug. 2025
Unit
03. Aug. 2025
Stability
03. Aug. 2025
Translucency
03. Aug. 2025
Shapley Additive Explanations
03. Aug. 2025
Shapley Values
todo
03. Aug. 2025
RuleFit
03. Aug. 2025
Saliency Map
03. Aug. 2025
R-Squared
03. Aug. 2025
Rashomon Effect
03. Aug. 2025
Post-Hoc
03. Aug. 2025
Prototype
03. Aug. 2025
Permutation Feature Importance
03. Aug. 2025
Portability
03. Aug. 2025
Network Dissection
03. Aug. 2025
Partial Dependence Plot
03. Aug. 2025
Model-Specific
03. Aug. 2025
MOC - Intro to XAI
MOC
todo
03. Aug. 2025
Model-Agnostic
03. Aug. 2025
Log Odds
03. Aug. 2025
Logistic Regression
03. Aug. 2025
Linear Regression
03. Aug. 2025
Local Explanation
03. Aug. 2025
Local Surrogate
03. Aug. 2025
Individual Conditional Expectation Curve
03. Aug. 2025
KernelSHAP
03. Aug. 2025
LIME
03. Aug. 2025
Global Explanation
03. Aug. 2025
Global Surrogate
03. Aug. 2025
Grad-CAM
03. Aug. 2025
Homoscedasticity
03. Aug. 2025
Human Level Evaluation
03. Aug. 2025
Function Level Evaluation
03. Aug. 2025
Generalized Additive Model
03. Aug. 2025
Generalized Linear Model
03. Aug. 2025
Feature Interaction
03. Aug. 2025
Fidelity
03. Aug. 2025
Friedman's H-statistic
03. Aug. 2025
Explanation
03. Aug. 2025
Expressive Power
03. Aug. 2025
Feature Attribution
03. Aug. 2025
Feature Importance
03. Aug. 2025
Effect Plot
03. Aug. 2025
Encoding of Categorical Features
03. Aug. 2025
Explainability
03. Aug. 2025
Explainable AI
03. Aug. 2025
Consistency
03. Aug. 2025
Counterfactual
03. Aug. 2025
Disentangled Features
03. Aug. 2025
Effect (XAI)
03. Aug. 2025
Black Box Model
03. Aug. 2025
Classification and Regression Trees
03. Aug. 2025
Coalition
03. Aug. 2025
Comprehensability
03. Aug. 2025
Algorithm Transparency
03. Aug. 2025
Ante-Hoc
03. Aug. 2025
Application Level Evaluation
03. Aug. 2025
Artificial General Intelligence
03. Aug. 2025
Accumulated Local Effect Plot
03. Aug. 2025
Action Advice
03. Aug. 2025
Activation Maximization