Ensemble Methods in Data Mining : Improving Accuracy Through Combining Predictions
Book Details
Format
Paperback / Softback
ISBN-10
3031007719
ISBN-13
9783031007712
Publisher
Springer International Publishing AG
Imprint
Springer International Publishing AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Feb 18th, 2010
Print length
138 Pages
Product Classification:
Probability & statisticsData miningExpert systems / knowledge-based systems
Ksh 4,500.00
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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
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