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Burak Himmetoglu's Blog – September 2018 Archive (1)

An overview of feature selection strategies

Introduction

Feature selection and engineering are the most important factors which affect the success of predictive modeling. This remains true even today despite the success of deep learning, which comes with automatic feature engineering. Parsimonious and interpretable models provide simple insights into business problems and therefore they are deemed very valuable. Furthermore, in many occasions the underlying size and structure of the data being analyzed may not allow the use…

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Added by Burak Himmetoglu on September 19, 2018 at 9:58pm — No Comments

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