Ensemble Methods (16)

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04:01

Active Classification based on Value of Classifier

Tianshi Gao

2012-09-06

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3136 Views

Demonstration
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03:27

Algorithms and hardness results for parallel large margin learning

Phil Long

2012-09-06

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2753 Views

Demonstration
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12:00

Multi-Label Ensemble Learning

Wenbin Tang

2011-11-30

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3372 Views

Lecture
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26:06

Exploring the space of coding matrix classifiers for hierarchical multiclass tex...

Janez Brank

2011-11-04

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2870 Views

Lecture
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16:08

Inferring regulatory networks from expression data using tree-based methods

Van Anh Huynh-Thu

2010-11-08

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5088 Views

Lecture
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17:12

Tree Based Ensemble Models Regularization by Convex Optimization

Bertrand Cornelusse

2010-01-19

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3901 Views

Lecture
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18:46

Label Ranking with Partial Abstention Using Ensemble Learning

Weiwei Cheng

2009-10-20

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4555 Views

Lecture
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29:09

Audio Genre Classification with Semi-Supervised Feature Ensemble Learning

Zehra Cataltepe

2009-10-20

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3544 Views

Lecture
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47:26

Overview of New Developments in Boosting

Joseph K. Bradley

2008-02-21

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8619 Views

Lecture
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24:19

Random k-Labelsets: An Ensemble Method for Multilabel Classification

Grigorios Tsoumakas

2008-01-29

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5844 Views

Lecture
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21:59

Combining Bagging and Random Subspaces to Create Better Ensembles

Panče Panov

2007-10-08

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5035 Views

Lecture
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02:44:39

From Trees to Forests and Rule Sets - A Unified Overview of Ensemble Methods

Giovanni Seni,

John Elder

2007-08-14

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28506 Views

Tutorial
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16:20

An Introduction to Ensemble and Boosting

Amir Saffari

2007-07-10

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12532 Views

Lecture
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26:22

Identifying Feature Relevance using a Random Forest

Jeremy D. Rogers

2007-02-25

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12614 Views

Lecture
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50:05

AdaBoost is Universally Consistent

Peter L. Bartlett

2007-02-25

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8248 Views

Lecture
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17:26

Large-Margin Thresholded Ensembles for Ordinal Regression

Hsuan-Tien Lin

2007-02-25

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7189 Views

Lecture