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Advanced Usage Parameters

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Sriraam Natarajan edited this page Jan 7, 2017 · 8 revisions

BoostSRL Basics Part 4: "Advanced Usage Parameters"

by: Sriraam Natarajan

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Parameters

Include the following lines in the background file(folder_bk.txt) to set the parameters. Set the maximum number of nodes from root to leaf(height) in the tree. setParam: maxTreeDepth=3.

Set the maximum number of literals in the node. setParam: nodeSize=2.

Set the maximum number of clauses in the tree i.e. maximum number of leaves. setParam: numOfClauses=8.

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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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