This is a simple solution to generate shapelets based on a dataset.
Follow these instructions to generate shapelets:-
- DataExtractor class can be used to partition and sample the dataset.(For the moment class can be only used on DEBS-2013-SoccerField dataset
- Go to tech.artisanhub.ARFFGenerator package and set the input and output paths(Use the relevant class). This package is being used to generate the ARFF file.
- Go tot APP.java class and set the ARFFName to the above generated ARFF file. Then set the output file name for serialized shapelets.
- Run APP.java class.