Regression analysis

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

Description

Create and save regression model or load regression model for prediction of response or cross-validation of regression model

Parameters:

  • Regression mode – Select regression mode
  • Regression type – Select regression type
  • Path to data matrix – Path to table or file with data matrix
  • Variable names – Select variable names
  • Type of data transformation – Type of data transformation
  • Number of clusters – Number of clusters
  • Number of principal components – Number of principal components
  • Principal component sorting type – Select type of principal component sorting
  • Response name – Select response name
  • Do add response to clusterization? – Do add response to clusterization as additional variable?
  • 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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