42 lines
1.3 KiB
Markdown
42 lines
1.3 KiB
Markdown
# Changelog
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All notable changes to this project will be documented in this file.
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The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
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and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
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## [Unreleased]
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### Added
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- Voting / probability aggregation in Ensemble classes
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- predict_proba method in Classifier
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- predict_proba method in BoostAODE
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- predict_voting parameter in BoostAODE constructor to use voting or probability to predict (default is voting)
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- hyperparameter predict_voting to AODE, AODELd and BoostAODE (Ensemble child classes)
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- tests to check predict & predict_proba coherence
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## [1.0.2] - 2024-02-20
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### Fixed
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- Fix bug in BoostAODE: do not include the model if epsilon sub t is greater than 0.5
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- Fix bug in BoostAODE: compare accuracy with previous accuracy instead of the first of the ensemble if convergence true
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## [1.0.1] - 2024-02-12
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### Added
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- Notes in Classifier class
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- BoostAODE: Add note with used features in initialization with feature selection
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- BoostAODE: Add note with the number of models
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- BoostAODE: Add note with the number of features used to create models if not all features are used
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- Test version number in TestBayesModels
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- Add tests with feature_select and notes on BoostAODE
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### Fixed
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- Network predict test
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- Network predict_proba test
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- Network score test
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