s

supervisedAttributeScaling

Package containing a class that rescales the attributes in a classification problem based on their discriminative power. This is useful as a pre-processing step for learning algorithms such as the k-nearest-neighbour method, to replace simple normalization. Each attribute is rescaled by multiplying it with a learned weight. All attributes excluding the class are assumed to be numeric and missing values are not permitted. To achieve the rescaling, this package also contains an implementation of non-negative logistic regression, which produces a logistic regression model with non-negative weights .
http://weka.sourceforge.net/doc.packages/supervisedAttributeScaling
GNU General Public License 3
University of Waikato, Hamilton, NZ
Eibe Frank
numeric package rescales regression contains missing permitted values rescaled processing useful power algorithms neighbour such normalization multiplying class excluding that containing each this assumed model weight simple attribute achieve with discriminative problem logistic learning nearest replace which weights learned implementation classification rescaling produces method attributes negative their also based step
Files download
File Operation
supervisedAttributeScaling-1.0.2.jar download
supervisedAttributeScaling-1.0.2.pom download
supervisedAttributeScaling-1.0.2-sources.jar download
Apache Maven 
<dependency>
  <groupId>nz.ac.waikato.cms.weka</groupId>
  <artifactId>supervisedAttributeScaling</artifactId>
  <version>1.0.2</version>
</dependency>
Gradle Groovy 
implementation 'nz.ac.waikato.cms.weka:supervisedAttributeScaling:1.0.2'
Gradle Kotlin 
implementation("nz.ac.waikato.cms.weka:supervisedAttributeScaling:1.0.2")
Scala SBT 
libraryDependencies += "nz.ac.waikato.cms.weka" % "supervisedAttributeScaling" % "1.0.2"
Groovy Grape 
@Grapes(
  @Grab(group='nz.ac.waikato.cms.weka', module='supervisedAttributeScaling', version='1.0.2')
)
Apache Ivy 
<dependency org="nz.ac.waikato.cms.weka" name="supervisedAttributeScaling" rev="1.0.2" />
Leiningen 
[nz.ac.waikato.cms.weka/supervisedAttributeScaling "1.0.2"]
Apache Buildr 
'nz.ac.waikato.cms.weka:supervisedAttributeScaling:jar:1.0.2'
Dependencies 
<parent>
  <groupId>org.sonatype.oss</groupId>
  <artifactId>oss-parent</artifactId>
  <version>7</version>
</parent>

compile

|-- nz.ac.waikato.cms.weka:weka-dev

test

|-- nz.ac.waikato.cms.weka:weka-dev

|-- junit:junit:3.8.2