Table 2.
Freely available software tools providing machine learning methods applicable to the metabolism analysis.
| Tool Name | Focus | Availability |
|---|---|---|
| FingerID [21,42] | Molecular fingerprinting | http://www.sourceforge.net/p/fingerid |
| SIRIUS [43] | Molecular fingerprinting | https://bio.informatik.uni-jena.de/software/sirius/ |
| Metaboanalyst [44] | General tool for metabolomics analysis | http://www.metaboanalyst.ca/ |
| MeltDB 2.0 [45] | General tool for metabolomics analysis | - |
| KNIME * | General machine learning tool | https://www.knime.com/ |
| Weka [46] | General machine learning tool | https://www.cs.waikato.ac.nz/ml/weka/ |
| Orange * | General machine learning tool | https://orange.biolab.si/ |
| TensorFlow | General machine learning tool | https://www.tensorflow.org/ |
* Visual programming languages made for easy software development without extensive programming knowledge.