classifier

Classifiers

1. MLP: early stopping
2. RF and LR: random search

Default

Three classifiers use the feature extracted from VGG16 which is based on the original time series. mode = 'no' means no filter was used upon the ECG signal. feature = 'vgg16' means it use the VGG16 features.

Demo

1. Run directly in command line

$ python3 classifier_MLP.py vgg16

2. Submit a pbs job

$ qsub -v classifier=MLP,feature=vgg16 classifier.sh