Sol - Stochastic Learner

Copyright (C) 2011-2012 Heidelberg University

Author: Sascha Fendrich

Description

Sol implements several stochastic machine learning algorithms.

sol-bin - binary classification
sol-mucl - multi-class classification
sol-mulab - multi-label classification (small number of labels, only)

Input Format

• Uses svmlight's sparse data format for input
• For multi-class classification classes should be numbered from 0 to N-1
• For multi-label classification the labels should be numbered from 0 to N-1 and correspond to the bits in the class number given in the training data. This will probably change in future versions.

Dependencies

• STL
• Boost program options
• tiny_log logging library (directly imported as a git submodule)

Compilation

• Clone the github repository:

  git clone https://github.com/sfendrich/sol.git
  

• Register and fetch submodules:

  make submodules
  

• Compile sol:

  make