Slide 1 An Intelligent & Incremental Approach to kNN using R-trees DJ Oneil & Esten Rye (G01) Slide 2 Presentation Outline Motivation Related Work Problem Definition…
* Machine Learning Lecture 8: Ensemble Methods Moshe Koppel Slides adapted from Raymond J. Mooney and others * General Idea Original Training data� ....� D1� D2�…
A Comprehensive Evaluation of Multicategory Classification Methods for Microarray Gene Expression Cancer Diagnosis Presented by: Renikko Alleyne Outline Motivation Major…
Packet Filtering Prabhaker Mateti Mateti/PacketFilters Packet Filters .. “Firewalls” Packet-filters work at the network layer Application-level gateways work at the application…
A Comprehensive Evaluation of Multicategory Classification Methods for Microarray Gene Expression Cancer Diagnosis Presented by: Renikko Alleyne Outline Motivation Major…
* Ensembles An ensemble is a set of classifiers whose combined results give the final decision. test feature vector classifier 1 classifier 2 classifier 3 super classifier…
Slide 1 Boosting Rong Jin Inefficiency with Bagging D Bagging … D1 D2 Dk Boostrap Sampling h1 h2 hk Inefficient boostrap sampling: Every example has equal chance to be…