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Natural language processing / Model selection / Information retrieval / Statistical classification / Support vector machines / Text Retrieval Conference / Kernel methods / Cross-validation / Perceptron / Machine learning / Statistics / Artificial intelligence


CLARIT Experiments in Batch Filtering: Term Selection and Threshold Optimization in IR and SVM Filters David A. Evans, James Shanahan, Norbert Roma, Jeffrey Bennett, Victor Sheftel, Emilia Stoica, Jesse Montgomery, David
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Document Date: 2003-02-13 11:56:14


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File Size: 210,91 KB

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Kernel / Bangalore / New York / Washington / DC / Pittsburgh / Falmouth / /

Company

Neural Information Processing Systems / Neural Networks / MIT Press / LSI / ACM Press / Waibhav Tembe Clairvoyance Corporation / Intelligent Information Systems / Reuters / /

Country

United States / India / /

IndustryTerm

analytical solution / on-line learning algorithm / adaptive algorithm / real time / maximum margin solution / dot product / inner/dot product / kernel adatron algorithm / attractive solution / adaptive perceptron algorithm / simpler algorithm / /

OperatingSystem

Linux / Windows XP / /

Organization

MIT / IDF / CC SVM / U.S. Government Printing Office / weighted using TF∗IDF / /

Person

Jesse Montgomery / Victor Sheftel / Morgan Kaufmann / Emilia Stoica / James Shanahan / Norbert Roma / David A. Evans / Jeffrey Bennett / Batch Filtering / Learning Rate (Adatron) / Runs On / /

Position

editor / MP / Rt / Official / /

Product

MP / Prob2 / Canon GL2 Camcorder / /

ProgrammingLanguage

Java / /

ProvinceOrState

Michigan / Massachusetts / /

Technology

alpha / RAM / kernel Class Ratio Sampling Strategy Term type Term Ranking Algorithm / The kernel adatron algorithm / Linux / 1 Algorithm / SMO Learning Algorithm / machine learning / Adatron algorithm / SMO algorithms / kernel-Adatron algorithm / Java / adaptive perceptron algorithm / SMO algorithm Decision Variable Learning Algorithm / training algorithm / on-line learning algorithm / much simpler algorithm / adaptive algorithm / SMO algorithm / /

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