MathExpression
Package
weka.filters.unsupervised.attribute
Synopsis
Modify numeric attributes according to a given expression
Options
The table below describes the options available for MathExpression.
Option |
Description |
---|---|
expression |
Specify the expression to apply. The 'A' letterrefers to the attribute value. MIN,MAX,MEAN,SDrefer respectively to minimum, maximum, mean andstandard deviation of the attribute. |
ignoreClass |
The class index will be unset temporarily before the filter is applied. |
ignoreRange |
Specify range of attributes to act on. This is a comma separated list of attribute indices, with "first" and "last" valid values. Specify an inclusive range with "-". E.g: "first-3,5,6-10,last". |
invertSelection |
Determines whether action is to select or unselect. If set to true, only the specified attributes will be modified; If set to false, specified attributes will not be modified. |
Capabilities
The table below describes the capabilites of MathExpression.
Capability |
Supported |
---|---|
Class |
Missing class values, Relational class, Empty nominal class, Nominal class, String class, No class, Numeric class, Binary class, Unary class, Date class |
Attributes |
Binary attributes, String attributes, Nominal attributes, Numeric attributes, Unary attributes, Relational attributes, Date attributes, Missing values, Empty nominal attributes |
Min # of instances |
0 |