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Ensemble Learning

Ensemble Learning. Textbook, Learning From Examples, Section 10-12 (pp. 56-66). From the book Guesstimation. How much domestic trash and recycling is collected each year in the US (in tons)? Individual answers Confidence-weighted ensemble. Answer: 245 million tons. Ensemble learning.

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599 views • 31 slides

Adaboost Theory

Adaboost Theory. Exponential loss function of a classifier h : Suppose we have run Adaboost for T iterations. We have our ensemble classifier H T . Now suppose we run it for one additional iteration. Then we have a classifier H T +? T+ 1 h T+ 1 .

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356 views • 10 slides

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Possible training sets - PowerPoint PPT Presentation

Ensemble Learning

Adaboost Theory