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cs.LG2021★ 8 cited
Feature Selection Tutorial with Python Examples
Padraig Cunningham, Bahavathy Kathirgamanathan, Sarah Jane Delany
In Machine Learning, feature selection entails selecting a subset of the available features in a dataset to use for model development. There are many motivations for feature select…
cs.LG2021★ 12 cited
A Feature Selection Method for Multi-Dimension Time-Series Data
Bahavathy Kathirgamanathan, Padraig Cunningham
Time-series data in application areas such as motion capture and activity recognition is often multi-dimension. In these application areas data typically comes from wearable sensor…