Supervised Feature Subset Selection and Feature Ranking for Multivariate Time Series without Feature Extraction

Shuchu Han, Alexandru Niculescu-Mizil

We introduce supervised feature ranking and feature subset selection algorithms for multivariate time series (MTS) classification. Unlike most existing supervised/unsupervised feat…