Deep learning based ECG heart beat classifier: Detection and classification of premature ectopic heartbeats.
Signal Preprocessing, CNNs, Residual Learning, Class imbalance, Data syntehsis (SMOTE), K-folds Cross Validation.
Kfold_ProjAAI.ipynb
- Contains the code for training the models with the 3-fold cross validation.
- Does not contain the code for SMOTE.
SMOTE_ProjAAI.ipynb
- Contains the code for training the models with single fold cross validation.
- Contains the code for SMOTE.