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National Science Foundation

Cyber-Physical Systems Virtual Organization

Read-only archive of site from September 29, 2023.

CPS-VO

statistical learning machinery

biblio

Visible to the public The Effect of Dimensionality Reduction on Software Vulnerability Prediction Models

Submitted by grigby1 on Thu, 12/28/2017 - 1:30pm
  • predictive security metrics
  • vulnerable components
  • vulnerability prediction models
  • text mining features
  • Text Mining
  • text analysis
  • term frequencies
  • statistical prediction models
  • statistical learning machinery
  • software metrics
  • security
  • pubcrawl
  • principal component analysis
  • computer security
  • Predictive models
  • Open Source Software
  • Metrics
  • machine learning
  • learning (artificial intelligence)
  • large software projects
  • Feature Selection
  • dimensionality reduction technique
  • Data mining
  • cross-validation
  • cross-project prediction experiments
  • confirmatory factor analysis

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