Tag explainable-ai - Ceci est la page 1 - GeneraCodice

Shapley values without intercept (or without `expected_value`)

https://www.generacodice.com/fr/articolo/2690379/shapley-values-without-intercept-or-without-expected-value
  machine-learning  -  interpretation  -  explainable-ai  -  shap
datascience.stackexchange datascience.stackexchange

Types of maps in Interpretable Machine Learning

https://www.generacodice.com/fr/articolo/2685726/types-of-maps-in-interpretable-machine-learning
  machine-learning  -  interpretation  -  deep-learning  -  explainable-ai
datascience.stackexchange datascience.stackexchange

What is a “surrogate model”?

https://www.generacodice.com/fr/articolo/2682295/what-is-a-surrogate-model
  machine-learning  -  explainable-ai  -  surrogate
datascience.stackexchange datascience.stackexchange

How is the “base value” of SHAP values calculated?

https://www.generacodice.com/fr/articolo/2671611/how-is-the-base-value-of-shap-values-calculated
  lightgbm  -  explainable-ai  -  shap
datascience.stackexchange datascience.stackexchange

What does a conservative technique mean in the context of neural networks?

https://www.generacodice.com/fr/articolo/2667667/what-does-a-conservative-technique-mean-in-the-context-of-neural-networks
  backpropagation  -  deep-learning  -  explainable-ai
datascience.stackexchange datascience.stackexchange

Interpretable xgboost - Calculate cover feature importance

https://www.generacodice.com/fr/articolo/2663634/interpretable-xgboost-calculate-cover-feature-importance
  python  -  machine-learning  -  decision-trees  -  xgboost  -  explainable-ai
datascience.stackexchange datascience.stackexchange

Explainable AI and unsupervised algorithms

https://www.generacodice.com/fr/articolo/2659403/explainable-ai-and-unsupervised-algorithms
  explainable-ai
datascience.stackexchange datascience.stackexchange
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