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Task
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Resolution: Done
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Major
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None
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False
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False
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Undefined
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This ticket address some tuning that could be done in LIME before putting it in use, examples of such optimizations are:
- Use bootstrapping from statistics to generate feature intervals for more precise perturbation for numerical values (at least) from a few number of inputs.
- Use existing/past predictions / saliencies to generate stability metrics and fit LIME parameters to reach best stability
- Use same procedure above but with impact-score alone or in combination with other metrics...