MVN

nz.ac.waikato.cms.weka : kernelLogisticRegression

Maven & Gradle

Jun 26, 2013

kernelLogisticRegression · This package contains a classifier that can be used to train a two-class kernel logistic regression model with the kernel functions that are available in WEKA. It optimises the negative log-likelihood with a quadratic penalty. Both, BFGS and conjugate gradient descent, are available as optimisation methods, but the former is normally faster. It is possible to use multiple threads, but the speed-up is generally very marginal when used with BFGS optimisation. With conjugate gradient descent optimisation, greater speed-ups can be achieved when using multiple threads. With the default kernel, the dot product kernel, this method produces results that are close to identical to those obtained using standard logistic regression in WEKA, provided a sufficiently large value for the parameter determining the size of the quadratic penalty is used in both cases.

Maven Central 
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>kernelLogisticRegression</artifactId>
    <version>1.0.0</version>
</dependency>
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pom.xml
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Latest Version

Choose a version of nz.ac.waikato.cms.weka : kernelLogisticRegression to add to Maven or Gradle - Latest Versions:

  • Latest Stable: 1.0.0

All Versions

Choose a version of nz.ac.waikato.cms.weka : kernelLogisticRegression to add to Maven or Gradle - All Versions:

Version Vulnerabilities Updated
1.0.x
kernelLogisticRegression-1.0.0

How to add a dependency to Maven

Add the following nz.ac.waikato.cms.weka : kernelLogisticRegression maven dependency to the pom.xml file with your favorite IDE (IntelliJ / Eclipse / Netbeans):

<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>kernelLogisticRegression</artifactId>
    <version>1.0.0</version>
</dependency>

How to add a dependency to Gradle

Gradle Groovy DSL: Add the following nz.ac.waikato.cms.weka : kernelLogisticRegression gradle dependency to your build.gradle file:

implementation 'nz.ac.waikato.cms.weka:kernelLogisticRegression:1.0.0'

Gradle Kotlin DSL: Add the following nz.ac.waikato.cms.weka : kernelLogisticRegression gradle kotlin dependency to your build.gradle.kts file:

implementation("nz.ac.waikato.cms.weka:kernelLogisticRegression:1.0.0")

How to add a dependency to SBT Scala

SBT Scala: Add the following nz.ac.waikato.cms.weka : kernelLogisticRegression sbt scala dependency to your build.sbt file:

libraryDependencies += "nz.ac.waikato.cms.weka" % "kernelLogisticRegression" % "1.0.0"

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