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César Soto Valero edited this page Mar 4, 2020 · 10 revisions

Here, we will rely on an example to illustrate how to use the timeSeriesClassification package to classify time series data.

Classification example

Download the ECG5000 dataset.

Load the train dataset ECG5000_TRAIN.arff in the Weka explorer.

Weka Explorer

In the explorer, go to Classify and add ECG5000_TEST.arff file as the test set.

Add Test Set

Then, configure the classifier by selecting Lazy > Ibk > Choose > DTWSearch

DTWSearch

Now you can run the classifier with the DTWDistance function, you should obtain the following result:

DTWSearch Results

Preprocess example

TODO

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