IlamathiV/breast-cancer-rf

Breast Cancer Classifier (RandomForest)

Trained automatically via GitHub Actions CI/CD. Deployed only when the evaluation accuracy meets the quality gate defined in params.yaml.

Metrics

Metric	Value
Accuracy	0.9474
Precision	0.9583
Recall	0.9583
F1	0.9583
ROC-AUC	0.9940

Usage

import joblib
from huggingface_hub import hf_hub_download

path = hf_hub_download(repo_id="IlamathiV/breast-cancer-rf", filename="model.pkl")
model = joblib.load(path)
predictions = model.predict(X)