API¶
This is the full API documentation of the cluster-over-sampling package.
clover.distribution
: Distribution of generated samples¶
The clover.distribution
includes the distributor
classes for clustering-based over-sampling.
distribution.DensityDistributor ([…]) |
Class to perform density based distribution. |
clover.over_sampling
: Clustering based over-samplers¶
The clover.over_sampling
includes a general
class for clustering-based over-sampling as well as
specific clustering-based over-samplers.
over_sampling.ClusterOverSampler (oversampler) |
A class that handles clustering-based over-sampling. |
over_sampling.KMeansSMOTE ([…]) |
Applies KMeans clustering to the input space before applying SMOTE. |
over_sampling.SOMO ([sampling_strategy, …]) |
Applies the SOM algorithm to the input space before applying SMOTE. |
over_sampling.GeometricSOMO ([…]) |
Applies the SOM algorithm to the input space before applying Geometric SMOTE. |