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Results tagged with lime
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user 276238
Questions related to the Locally Interpretable Model-Agnostic Explanations (LIME) method of explaining black-box machine learning models.
2
votes
2
answers
158
views
Choosing Interpretable Models model vs choosing black box model and explain it with shap/lime
I Think about two options: use an interpretable Model (like logistic regression)or use black box model (like random forest) and explain it with lime or shap.
What option do you think is better? …
- 77
1
vote
0
answers
29
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Feature selection based on production data
I checked the model real-time data (now, historic data) predictions, and analyzed them using LIME. …
- 77
1
vote
0
answers
136
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interpret lime results
What is the meaning of the values of the "blue" features in the lime output? … Is the coefficient for this feature in the simple local model (regression for example) that the lime is using is -0.20? …
- 77