BioConductor
geNetClassifier 1.20.0
Classify diseases and build associated gene networks using gene expression profiles
Released Apr 17, 2018 by Sara Aibar
Dependencies
Biobase 2.40.0 EBarrays 2.44.0 minet 3.38.0 e1071 1.7-0
Comprehensive package to automatically train and validate a multi-class SVM classifier based on gene expression data. Provides transparent selection of gene markers, their coexpression networks, and an interface to query the classifier.
Installation
Maven
This package can be included as a dependency from a Java or Scala project by including
the following your project's pom.xml
file.
Read more
about embedding Renjin in JVM-based projects.
<dependencies> <dependency> <groupId>org.renjin.bioconductor</groupId> <artifactId>geNetClassifier</artifactId> <version>1.20.0-b3</version> </dependency> </dependencies> <repositories> <repository> <id>bedatadriven</id> <name>bedatadriven public repo</name> <url>https://nexus.bedatadriven.com/content/groups/public/</url> </repository> </repositories>
Renjin CLI
If you're using Renjin from the command line, you load this library by invoking:
library('org.renjin.bioconductor:geNetClassifier')
Test Results
This package was last tested against Renjin 0.9.2687 on Aug 25, 2018.
- GeNetClassifierReturn-class-examples
- GeneralizationError-class-examples
- GenesNetwork-class-examples
- GenesRanking-class-examples
- calculateGenesRanking-examples
- externalValidation.probMatrix-examples
- externalValidation.stats-examples
- gClasses-methods-examples
- geNetClassifier-examples
- geneSymbols-examples
- genesDetails-methods-examples
- getEdges-methods-examples
- getNodes-methods-examples
- getNumEdges-methods-examples
- getNumNodes-methods-examples
- getRanking-methods-examples
- getSubNetwork-methods-examples
- getTopRanking-methods-examples
- leukemiasClassifier-examples
- network2txt-examples
- numGenes-methods-examples
- numSignificantGenes-methods-examples
- overview-methods-examples
- plot.GeNetClassifierReturn-examples
- plot.GenesRanking-examples
- plotAssignments-examples
- plotDiscriminantPower-examples
- plotExpressionProfiles-examples
- plotNetwork-examples
- queryGeNetClassifier-examples
- querySummary-examples
- runTests