Ensemble classifiers - PowerPoint PPT Presentation

Ensemble Methods for Machine Learning

Ensemble Methods for Machine Learning. Combining Classifiers: EnSemble Approaches. Common Ensemble classifiers. Bagging/Random Forests “ Bucket of models ” Stacking Boosting. Ensemble classifiers we ’ ve studied so far. Bagging Build many bootstrap replicates of the data

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CSCI 5582 Artificial Intelligence

CSCI 5582 Artificial Intelligence. Lecture 20 Jim Martin. Today 11/9. Review Boosting Support Vector Machines Break Neural Networks. Review. Supervised machine learning Naïve Bayes Decision trees Decision lists Ensembles. Ensembles.

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