Appendix F — chapter3.pipeline.03_incremental-loso

chapter3.pipeline.03_incremental-loso

Incremental Leaving-One-Subject-Out script.

Performs the ILOSO evaluation.

Example:

$ python 03_incremental-loso.py 
    --data_dir <PATH_OF_DATA> 
    --reports_dir <PATH_TO_STORE_RECORDS>
    --model <MLP,CNN,LSTM,CNN-LSTM>
    --subject <EVALUATION_SUBJECT>
    --batch_size <BATCH_SIZE>
    --epochs <EPOCHS>
    --splits <SPLITS>