Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions - Synthesis Lectures on Data Mining and Knowledge Discovery - Giovanni Seni - Books - Springer International Publishing AG - 9783031007712 - February 18, 2010
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Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions - Synthesis Lectures on Data Mining and Knowledge Discovery

Giovanni Seni

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Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions - Synthesis Lectures on Data Mining and Knowledge Discovery

Table of Contents: Ensembles Discovered / Predictive Learning and Decision Trees / Model Complexity, Model Selection and Regularization / Importance Sampling and the Classic Ensemble Methods / Rule Ensembles and Interpretation Statistics / Ensemble Complexity

Media Books     Paperback Book   (Book with soft cover and glued back)
Released February 18, 2010
ISBN13 9783031007712
Publishers Springer International Publishing AG
Pages 138
Dimensions 410 g
Language English