Components | Rough Sets | Rose2 | Rosetta | RSES | WEKA |
Technique | RST FRST | RST | RST | RST | RST, … |
Programming Language | R | C++ | C++ | Java/C++ | Java |
Operating System | Windows/Linux/Mac | Windows | Windows | Windows/Linux | Windows/Linux/Mac |
User Interface | Script | GUI | GUI | GUI | GUI |
Basic Concepts | Yes | Yes | No | No | No |
Discretization | Yes | Yes | Yes | Yes | No |
Feature Selection | Yes | Yes | No | Yes | Yes |
Instance Selection | Yes | No | Yes | No | Yes |
Missing Value Completion | No | Yes | Yes | Yes | Yes |
Decomposition | No | No | No | No | No |
Rule-Based Classifiers | Yes | Yes | Yes | Yes | Yes |
Nearest Neighbour Based Classifiers | Yes | No | Yes | No | Yes |
Cross Validation | No | Yes | Yes | Yes | Yes |