geNetClassifier-package | classify diseases and build associated gene networks using gene expression profiles |
calculateGenesRanking | Calculate GenesRanking |
edges-method | Edges in the network. |
externalValidation.probMatrix | Probability matrix. |
externalValidation.stats | Statistics of the external validation. |
extractGenes-method | Class "GenesRanking" |
gClasses | Classes in the ranking. |
gClasses-method | Classes in the ranking. |
gClasses-methods | Classes in the ranking. |
GeneralizationError | Class "GeneralizationError" (slot of GeNetClassifierReturn) |
GeneralizationError-class | Class "GeneralizationError" (slot of GeNetClassifierReturn) |
genesDetails | Details of the genes in the network. |
genesDetails-method | Details of the genes in the network. |
genesDetails-methods | Details of the genes in the network. |
genesDetails.GenesRanking | Details of the genes in the network. |
GenesNetwork | Class "GenesNetwork" |
GenesNetwork-class | Class "GenesNetwork" |
GenesRanking | Class "GenesRanking" |
GenesRanking-class | Class "GenesRanking" |
geneSymbols | Gene symbols associated to human Ensemble IDs. |
geNetClassifier | Main function of the geNetClassifier package. Trains the multi-class SVM classifier based on the given gene expression data through transparent detection of gene markers and their associated networks. |
GeNetClassifierReturn | Class "GeNetClassifierReturn" |
GeNetClassifierReturn-class | Class "GeNetClassifierReturn" |
getEdges | Edges in the network. |
getEdges-method | Edges in the network. |
getEdges-methods | Edges in the network. |
getNodes | Nodes in the network. |
getNodes-method | Nodes in the network. |
getNodes-methods | Nodes in the network. |
getNumEdges | Number of edges in the network. |
getNumEdges-method | Number of edges in the network. |
getNumEdges-methods | Number of edges in the network. |
getNumNodes | Number of nodes in the network. |
getNumNodes-method | Number of nodes in the network. |
getNumNodes-methods | Number of nodes in the network. |
getRanking | Shows the genes ranking. |
getRanking-method | Shows the genes ranking. |
getRanking-methods | Shows the genes ranking. |
getRanking.GenesRanking | Shows the genes ranking. |
getSlots-method | Class "GeNetClassifierReturn" |
getSubNetwork | Get a sub-network. |
getSubNetwork-method | Get a sub-network. |
getSubNetwork-methods | Get a sub-network. |
getTopRanking | Gets a new ranking with the given top genes. |
getTopRanking-method | Gets a new ranking with the given top genes. |
getTopRanking-methods | Gets a new ranking with the given top genes. |
getTopRanking.GenesRanking | Gets a new ranking with the given top genes. |
initialize-method | Class "GeNetClassifierReturn" |
initialize-method | Class "GeneralizationError" (slot of GeNetClassifierReturn) |
initialize-method | Class "GenesNetwork" |
initialize-method | Class "GenesRanking" |
leukemiasClassifier | Sample leukemias classifier |
names-method | Class "GeNetClassifierReturn" |
network2txt | network2txt |
network2txt-method | network2txt |
network2txt-methods | network2txt |
nodes-method | Nodes in the network. |
numEdges-method | Number of edges in the network. |
numGenes | Number of genes in the genesRanking. |
numGenes-method | Number of genes in the genesRanking. |
numGenes-methods | Number of genes in the genesRanking. |
numNodes-method | Number of nodes in the network. |
numSignificantGenes | Number of ranked genes over the posterior probability threshold. |
numSignificantGenes-method | Number of ranked genes over the posterior probability threshold. |
numSignificantGenes-methods | Number of ranked genes over the posterior probability threshold. |
numSignificantGenes.GenesRanking | Number of ranked genes over the posterior probability threshold. |
overview | Overview |
overview-method | Overview |
overview-methods | Overview |
plot-method | Plot GeNetClassifierReturn |
plot-method | Plot GenesRanking |
plot-method | Plot GenesNetwork |
plot.GenesNetwork | Plot GenesNetwork |
plot.GenesRanking | Plot GenesRanking |
plot.GeNetClassifierReturn | Plot GeNetClassifierReturn |
plotAssignments | Plot assignment probabilities |
plotDiscriminantPower | Plots the genes' Discriminant Power. |
plotExpressionProfiles | Expression profiles plot. |
plotGenesRanking | Plot GenesRanking |
plotGeNetClassifierReturn | Plot GeNetClassifierReturn |
plotGeNetClassifierReturn-method | Plot GeNetClassifierReturn |
plotNetwork | Plot GenesNetwork |
plotNetwork-method | Plot GenesNetwork |
queryGeNetClassifier | Queries the classifier trained with geNetClassifier. |
querySummary | Summary of the query. |
setProperties | Set properties |
setProperties-method | Set properties |
setProperties-methods | Set properties |
setProperties.GenesRanking | Set properties |
show-method | Class "GeNetClassifierReturn" |
show-method | Class "GeneralizationError" (slot of GeNetClassifierReturn) |
show-method | Class "GenesNetwork" |
show-method | Class "GenesRanking" |