Classification analysis

Analysis title

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 data matrix – Path to table or file 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