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Phase B4/B5: +17 classes across 9 modules - #19

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kundanjan merged 1 commit into
developfrom
feature/phase-b4-b5-round1
Jul 2, 2026
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kundanjan merged 1 commit into
developfrom
feature/phase-b4-b5-round1

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Adds 17 new public classes with JUnit 5 tests across 9 modules:

  • metrics: 11 missing classification metrics (fbeta, zero_one_loss, hamming_loss, jaccard, matthews_corrcoef, cohen_kappa, log_loss, balanced_accuracy, top_k_accuracy, classification_report)
  • model_selection: ShuffleSplit, StratifiedShuffleSplit, ParameterGrid, RandomizedSearchCV
  • preprocessing: LabelBinarizer, MultiLabelBinarizer, DummyFeatures (add_dummy_feature)
  • decomposition: TruncatedSVD, FastICA
  • linear_model: ARDRegression, OrthogonalMatchingPursuit
  • neighbors: NearestCentroid
  • multiclass: OneVsRestClassifier (new submodule)
  • datasets: IrisDataset, MakeClassification, MakeRegression, MakeBlobs, MakeMoons, MakeCircles (toy datasets)

All 105 build tasks pass.

New classes:
- metrics: 11 classification metrics (fbeta, zero_one_loss, hamming_loss,
  jaccard, matthews_corrcoef, cohen_kappa, log_loss, balanced_accuracy,
  top_k_accuracy, classification_report)
- model_selection: ShuffleSplit, StratifiedShuffleSplit, ParameterGrid,
  RandomizedSearchCV
- preprocessing: LabelBinarizer, MultiLabelBinarizer, DummyFeatures
- decomposition: TruncatedSVD, FastICA
- linear_model: ARDRegression, OrthogonalMatchingPursuit
- neighbors: NearestCentroid
- multiclass: OneVsRestClassifier (new module)
- datasets: IrisDataset, MakeClassification, MakeRegression, MakeBlobs,
  MakeMoons, MakeCircles (toy datasets)

Tests: JUnit 5 for all new classes. All 105 build tasks pass.
@kundanjan
kundanjan merged commit 54d7e67 into develop Jul 2, 2026
1 check failed
@kundanjan
kundanjan deleted the feature/phase-b4-b5-round1 branch July 2, 2026 07:33
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