feature engineering Articles

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  FeatureFu: Building Featureful Machine Learning Models

  Bing Zhao September 4, 2015

  Background LinkedIn’s FeatureFu project is a new open source toolkit designed to enable creative and agile feature engineering for most machine learning tasks such as statistical modeling (classification, clustering, and regression) and rule-based decision engines. In this blog post, we will detail the design and implementation of Expr in FeatureFu, provide...

  • Topics:
  • feature selection,
  • feature transformation,
  • nlp,
  • feature engineering,
  • Data Mining,
  • Open Source,
  • feature analysis,
  • machine learning