Same Features, Different Label Skew Generator
Project description
SFDL_DB
A Python package for generating Same Features, Different Label Skew datasets using KMeans clustering and Davies-Bouldin Score for optimal k.
Installation
pip install .
Usage
from SFDL_DB import same_features_different_label_skew
import pandas as pd
df = pd.read_csv("your_dataset.csv")
same_features_different_label_skew(df, label_col="Attack", k_optimal=4)
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