|- README.md
|- requirements.txt
|- logs # Path: store logs
|- data_processed # Path: store processed data
|- model # Path: store trained model
|- picture # Path: store pictures in 10-fold cross validation
|- utils # Path: store evaluate tools
| |- visualize.py # File: visualize the signals
| |- evaluate.py # File: evaluate the model contains accuracy, precision, recall, f1-score, confusion matrix, ROC curves
|- bayesian_optimizier.py # File: bayesian optimization for finding best hyperparameters
|- train_within_*.py # File: train model within 10-fold cross validation
|- transformer.py # File: model's code
If you want to run the entire project in its entirety, pull and then add the previously mentioned folders and the processed data.
model framework:
