OpenPDC Datamining Tools Guidex Open PDC Guide

User Manual:

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  openPDC Datamining Tools Guide Authors: Josh Patterson, Andy Hill, and Galen Riley Summary  •  Guide on general use of openPDC datamining tools •  Guide on general mechanics and techniques used (SAX, Weka) •  List of dependencies involved •  Step by step instructions on how to train and use a time series classifier   Command Line Tools  •  Used generally from bash scripts •  Create Training Instances •  Create Test Instances •  Run Weka locally with training/test instances to test classfier •  Move classifier training data to HDFS   Map Reduce Tools  •  MR job with flexible configuration to detect certain time series patterns based on 1NN classifier (Keogh) •  Interops with Weka classes for certain functionality (Instances, CoverTree, BallTree)

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