Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions

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Ensemble methods have been called the most influential development in Data Mining and Machine Learning in the past decade. They combine multiple models into one usually more accurate than the best of its components. Ensembles can provide a critical boost to industrial challenges -- from investment timing to drug discovery, and fraud detection to recommendation systems -- where predictive accuracy is more vital than model interpretability. Ensembles...

Format:Paperback

Language:English

ISBN:3031007719

ISBN13:9783031007712

Release Date:February 2010

Publisher:Springer

Length:138 Pages

Related Subjects

Computers Computers & Technology Math Mathematics Science & Math

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Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions

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