Sam-ml-py

Latest version: v1.3.0

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0.11.0

What's Changed

- changed ABC and BC default RFC parameters
- pytest get_plz_mapping fix
- added global variables for scoring (SAM_ML_AVG, SAM_ML_POS_LABEL, SAM_ML_SCORING, SAM_ML_SECONDARY_SCORING, SAM_ML_STRENGTH)
- little changes

**Full Changelog**: https://github.com/Priapos1004/SAM_ML/compare/v0.11.0rc2...v0.11.0

0.11.0rc2

- added package data
- added pytest for get_plz_mapping

**Full Changelog**: https://github.com/Priapos1004/SAM_ML/compare/v0.11.0rc1...v0.11.0rc2

0.11.0rc1

What's Changed

- added plz mapping and restructured data
- added germany map visualisation
- pytest changes (increased sample size for sampler testing to fix workflow pipeline)

**Full Changelog**: https://github.com/Priapos1004/SAM_ML/compare/v0.10.3...v0.11.0rc1

0.10.3

What's Changed

- fixed problem with feature_importance after fix of v0.10.2
- added tuple input for selector in Pipeline and CTest
- added string input for estimator parameter for ABC and BC

**Full Changelog**: https://github.com/Priapos1004/SAM_ML/compare/v0.10.2...v0.10.3

0.10.2

What's Changed

- fixed evaluate_score in train function for Pipeline with selector
- removed main_model variable self.test_score
- added 'big_data' as input for CTest models
- changed SamplerPipeline default algorithm from 'ros_rus_20_50' to 'SMOTE_rus_20_50'

**Full Changelog**: https://github.com/Priapos1004/SAM_ML/compare/v0.10.1...v0.10.2

0.10.1

- hotfix: problem with selector and new train function in pipeline

**Full Changelog**: https://github.com/Priapos1004/SAM_ML/compare/v0.10.0...v0.10.1

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