disease_prediction

Prediction of heart disease from SVM and deicision tree classifiers with scikit-learn. Various parameters were tuned to offer more accuracy.

Please refere to explanation.m4v video for an overview.

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
Data Sets		Data Sets
venv		venv
Decision Tree classifier.ipynb		Decision Tree classifier.ipynb
Explanation.m4v		Explanation.m4v
README.md		README.md
SVM classifier.ipynb		SVM classifier.ipynb
code.ipynb		code.ipynb
heart_disease_decisionTree_classifier.joblib		heart_disease_decisionTree_classifier.joblib
heart_disease_svm_classifier.joblib		heart_disease_svm_classifier.joblib
predict.py		predict.py
prediction.ipynb		prediction.ipynb
tree		tree
tree.pdf		tree.pdf

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