| Name | FeatureImportance JSON |
| Version |
0.0.3
JSON |
| download |
| home_page | |
| Summary | A library to compute feature importance for voting classifiers in the ensembled voting |
| upload_time | 2023-02-10 14:58:50 |
| maintainer | |
| docs_url | None |
| author | Panashe H Guzha |
| requires_python | |
| license | MIT |
| keywords |
feature
importance
|
| VCS |
|
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
|
| coveralls test coverage |
No coveralls.
|
This package is for computing feature importance in voting classifiers
The steps of the algorithm to compute the feature importance of the Voting Classifier is:
Compute Feature Importance score of each of the base estimators
Multiply the weights of the base estimator to the importance score of each of the features.
Average out the features importance score (from step 2) for each feature.
The algorithm takes the voting classifier and the weights as input and returns the feature importance as a pandas dataframe
Change Log
0.0.2 (10/02/2023)
------------------
-First Release
Raw data
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