PML: A parallel machine learning toolbox for data classification and regression

• This software supports parallel with one or multiple machines.
• This software could generate HTML pages for the comparison of used methods.
• This software supports Windows and Linux.
• This software supports grid search, and would generate related analysis.
• This software supports both classification and regression.

Motivated by timesaving when dealing with the large-scale calculation for data modeling in parallel with multiple CPU cores or machines and result comparison, PML was designed in this study. PML has the ability to do dimension reduction and grid search in parallel, support both classification and regression, and could generate HTML pages as output for results comparison. Written in PERL, PML is compatible with Windows and Linux. This open source software is free available together with the code, manual, examples and license from http://cic.scu.edu.cn/pml or https://github.com/limlcic/PML.