Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions (Bog, Paperback / softback, Engelsk)

Ensemble Methods in Data Mining: Improving Accuracy Through Combining Predictions

(Bog, Paperback / softback, Engelsk)
Forfattere: Giovanni Seni, John Elder

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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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Alle detaljer

Forlag Springer International Publishing AG
Forfattere Giovanni Seni, John Elder
Type Bog
Format Paperback / softback
Sprog Engelsk
Udgivelsesdato 18-02-2010
Første udgivelsesår 2010
Serie Synthesis Lectures on Data Mining and Knowledge Discovery
Illustrationer XVI, 138 p.
Originalsprog Switzerland
Sideantal 138
Indbinding Paperback / softback
Forlag Springer International Publishing AG
Sideoplysninger 138 pages, XVI, 138 p.
Mål 279 x 216
ISBN-13 / EAN-13 9783031007712