Appendix R — chapter5.pipeline.01_1_preliminar-dataset-processing
chapter5.pipeline.01_1_preliminar-dataset-processing
Data preprocessing script for preliminar dataset.
Processes the raw data by: arange samples in windows and process them using 1) DBSCAN for outlier detection and 2-level DWT for threshold based filtering or 2) Choi et al. method.
Example:
$ python 01_1_preliminar-dataset-processing.py
--input_data_path <PATH_OF_RAW_DATA>
--windowed_data_path <PATH_TO_STORE_RESULTS>
--method <PROCESSING_METHOD>
--window_size <WINDOW_SIZE>
--window_overlap <WINDOW_OVERLAP>