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What is Automating Feature Engineering for Classification about?

This document describes a research paper presented at IJCAI-17 (The Twenty-Sixth International Joint Conference on Artificial Intelligence) that proposes a new technique called Learning Feature Engineering (LFE) to automate the feature engineering process for classification tasks. LFE learns from past feature engineering experiences on different datasets to predict which transformations will have a positive impact on classification performance when applied to features in new datasets, without requiring comp

Author

Federico Montanana

Language

EN