Classification analysis

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Analysis title
Default-analysis-icon.png Classification analysis
Provider
Institute of Systems Biology
Class
ClassificationAnalysis
Plugin
biouml.plugins.bindingregions (Binding-regions related analyses)

Description

Create and save classification model or load classification model for prediction of classes or cross-validation of classification model

Parameters:

  • Classification mode – Select classification mode
  • Classification type – Select classification type
  • Are covariance matrices equal? – Are covariance matrices (within classes/groups/clusters) equal?
  • Path to table with data matrix – Path to table with data matrix
  • Variable names – Select variable names
  • Classifier name – Select classifier name: classifier consists of names of classes (samples, groups, clusters)
  • Path to folder with saved model – Path to folder with saved model
  • Percentage of data for training – Percentage of input data set (this part of input data set will be used as training set)
  • Path to output folder – Output folder will be created under this location when it doesn't exist
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