GitHub - Somenpradhan/ECG-Signal: Lightweight CNN with Attention for Heart Sound Classification

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
catboost_info		catboost_info
X_test_balanced.csv		X_test_balanced.csv
X_train_balanced.csv		X_train_balanced.csv
bagging_model.pkl		bagging_model.pkl
balanced_heart_dataset.csv		balanced_heart_dataset.csv
catboost_classifier.pkl		catboost_classifier.pkl
decision_tree_model.pkl		decision_tree_model.pkl
gradient_boosting_model.pkl		gradient_boosting_model.pkl
heartdataset.ipynb		heartdataset.ipynb
lightgbm_model.pkl		lightgbm_model.pkl
logistic_regression_model.pkl		logistic_regression_model.pkl
mlp_model		mlp_model
naive_bayes_model.pkl		naive_bayes_model.pkl
new heart dataset.xlsx		new heart dataset.xlsx
random_forest_model.pkl		random_forest_model.pkl
random_forest_smote.pkl		random_forest_smote.pkl
scaler_bagging.pkl		scaler_bagging.pkl
scaler_catboost.pkl		scaler_catboost.pkl
scaler_decision_tree.pkl		scaler_decision_tree.pkl
scaler_gradient_boosting.pkl		scaler_gradient_boosting.pkl
scaler_lightgbm.pkl		scaler_lightgbm.pkl
scaler_logistic.pkl		scaler_logistic.pkl
scaler_naive_bayes.pkl		scaler_naive_bayes.pkl
scaler_random_forest.pkl		scaler_random_forest.pkl
scaler_rf_smote.pkl		scaler_rf_smote.pkl
scaler_sgd.pkl		scaler_sgd.pkl
scaler_xgboost.pkl		scaler_xgboost.pkl
sgd_model.pkl		sgd_model.pkl
smote_rf.pkl		smote_rf.pkl
stacking_classifier.pkl		stacking_classifier.pkl
svm_classifier		svm_classifier
voting_classifier.pkl		voting_classifier.pkl
xgboost_model.pkl		xgboost_model.pkl
y_test_balanced.csv		y_test_balanced.csv
y_train_balanced.csv		y_train_balanced.csv

About

Lightweight CNN with Attention for Heart Sound Classification

2 stars

0 watching

No releases published