Appendix U — chapter5.pipeline.01_4_lodo-dataset-processing

chapter5.pipeline.01_4_lodo-dataset-processing

Data preprocessing script for LODO dataset.

Processes the raw data by aranging samples in windows and process them using DBSCAN for outlier detection and 2-level DWT for threshold based filtering.

Example:

$ python 01_4_lodo-dataset-processing.py 
    --input_data_path <PATH_OF_RAW_DATA> 
    --windowed_data_path <PATH_TO_STORE_RESULTS>
    --window_size <WINDOW_SIZE>