Statements (29)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:software
|
| gptkbp:availableOn |
gptkb:PyPI
|
| gptkbp:compatibleWith |
gptkb:scikit-learn
|
| gptkbp:documentation |
https://imbalanced-learn.org/
|
| gptkbp:firstReleased |
2017
|
| gptkbp:focusesOn |
resampling techniques
imbalanced datasets |
| https://www.w3.org/2000/01/rdf-schema#label |
Imbalanced-learn
|
| gptkbp:latestReleaseVersion |
0.12.0
|
| gptkbp:license |
gptkb:MIT_License
|
| gptkbp:maintainedBy |
scikit-learn-contrib
|
| gptkbp:programmingLanguage |
gptkb:Python
|
| gptkbp:provides |
ensemble methods
over-sampling methods under-sampling methods |
| gptkbp:repository |
https://github.com/scikit-learn-contrib/imbalanced-learn
|
| gptkbp:supports |
BalancedBaggingClassifier
BalancedRandomForestClassifier ClusterCentroids EditedNearestNeighbours RandomOverSampler RandomUnderSampler SMOTE TomekLinks |
| gptkbp:usedFor |
gptkb:machine_learning
data preprocessing |
| gptkbp:bfsParent |
gptkb:Databricks_Runtime_11.2_ML
gptkb:Databricks_Runtime_14.x_ML |
| gptkbp:bfsLayer |
8
|