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One class Classification

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Alexander L. Hayes edited this page Oct 30, 2017 · 1 revision

One-class Classification

Work in progress

Main class:

edu.wisc.cs.will.Boosting.OneClass.RunOneClassModel

Example:

-occ -l -train ToyCancer/train/ -target cancer

Negative examples file needs to be empty.

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BoostSRL Wiki

Home

  1. BoostSRL Wiki

BoostSRL Basics

  1. Getting Started
  2. File Structure
  3. Basic Usage Parameters
  4. Advanced Usage Parameters
  5. Basic Modes Guide
  6. Advanced Modes Guide

Deep dive into BoostSRL

  1. Default (RDN-Boost)
  2. MLN-Boost
  3. Regression
  4. Cost-sensitive SRL
  5. Learning with Advice
  6. Approximate Counting
  7. One-class Classification (coming soon)
  8. Discretization of Continuous Valued Attributes
  9. Lifted Relational Random Walks
  10. Grounded Relational Random Walks

Datasets

  1. IMDB
  2. Cora
  3. UW-CSE
  4. CiteSeer
  5. WebKB
  6. Toy Cancer
  7. Boston Housing

Applications of BoostSRL

  1. Natural Language Processing
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