Attribute Evaluators
| Name |
Publication |
Description |
Attribute |
Class |
Papers |
| CfsSubsetEval |
1998 |
Attribute subset selection based on individual predictive capability and the redundancy between attributes. |
unary, binary, nominal, numeric, date |
binary, nominal, numeric, date |
|
| CorrelationAttributeEval |
- |
|
nominal, date, binary, numeric, unary |
binary, nominal |
|
| GainRatioAttributeEval |
- |
|
nominal, date, binary, numeric, unary |
binary, nominal |
|
| InfoGainAttributeEval |
- |
|
nominal, date, binary, numeric, unary |
binary, nominal |
|
| OneRAttributeEval |
- |
|
nominal, date, binary, numeric, unary |
binary, nominal |
|
| PrincipalComponents |
- |
|
nominal, date, binary, numeric, unary |
numeric, bianry, date, nominal |
|
| ReliefFAttribute |
1992, 1994, 1997 |
|
nominal, date, binary, numeric, unary |
numeric, binary, date, nominal |
|
| SymmetricalUncertAttributeEval |
- |
|
nominal, date, binary, numeric, unary |
binary, nominal |
|
| TPPAttributeEvaluation |
- |
|
nominal, date, binary, relational, numeric, string, unary |
numeric, binary, date, relational, unary, nominal, string |
|
| WrapperSubsetEval |
1997 |
|
nominal, date, binary, relational, numeric, string, unary |
numeric, binary, date, nominal |
|
|
