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[BUG] ValueDifferenceMetric.pairwise silently ignores extra features

Status: Open.

#1198 In scikit-learn-contrib/imbalanced-learn;

· aswanth-07 opened on Aug 9, 2026

classification_report_imbalanced raises opaque IndexError on target_names length mismatch

Status: Open.

#1191 In scikit-learn-contrib/imbalanced-learn;

· JayeshSuryavanshi opened on Jul 30, 2026

[Bug] KMeansSMOTE fails when clusters have identical points and generates more samples than requested

Status: Open.

#1186 In scikit-learn-contrib/imbalanced-learn;

· saitejabandaru-in opened on Jul 17, 2026

[BUG] sensitivity_specificity_support returns wrong specificity with sample_weight (can exceed 1)

Status: Open.

#1180 In scikit-learn-contrib/imbalanced-learn;

· immu4989 opened on Jun 15, 2026

[ENH] Probabilities calibration

Status: Open.

#1128 In scikit-learn-contrib/imbalanced-learn;

· annapintara opened on Feb 25, 2025

[ENH] Add Multilabel and multioutput support

Status: Open.

#1123 In scikit-learn-contrib/imbalanced-learn;

· Peris-Wallace opened on Jan 26, 2025

[ENH] Allow fit_resample to receive metadata routed parameters

Status: Open.

#1111 In scikit-learn-contrib/imbalanced-learn;

· ShimantoRahman opened on Dec 16, 2024

[ENH] Enable LinearSVC (prob combined with Nystroem) for SVMSMOTE

Status: Open.

#1107 In scikit-learn-contrib/imbalanced-learn;

· portchester1989 opened on Nov 26, 2024

[ENH] Handling time series/3D data

Status: Open.

#1102 In scikit-learn-contrib/imbalanced-learn;

· jeiglsperger opened on Oct 29, 2024

[DOC] User warning over sampling methods

Status: Open.

#1101 In scikit-learn-contrib/imbalanced-learn;

· lcrmorin opened on Oct 12, 2024

[BUG] geometric_mean_score with average='macro'

Status: Open.

#1096 In scikit-learn-contrib/imbalanced-learn;

· vocarvalho opened on Oct 3, 2024

[BUG] macro_averaged_mean_absolute_error() raises ValueError

Status: Open.

#1094 In scikit-learn-contrib/imbalanced-learn;

· stephengmatthews opened on Sep 10, 2024