Entry: MLIntInternals
Aliases: getGrid getGrid,data.frame-method getGrid,ExpressionSet-method MLLabel MLOutput MLScore SOMBout classifOutput clustOutput groupIndex membMat probArray probMat qualScore silhouetteVec somout
Keywords: classif
Description: MLInterfaces infrastructure
URL: ../../../library/MLInterfaces/html/MLIntInternals.html

Entry: MLearn
Aliases: MLearn_new MLearn baggingI dlda glmI.logistic knnI knn.cvI ksvmI ldaI lvqI naiveBayesI nnetI qdaI RABI randomForestI rpartI svmI dlda2 dldaI sldaI knn2 knn.cv2 ldaI.predParms lvq rab adaI MLearn,formula,ExpressionSet,character,numeric-method MLearn,formula,ExpressionSet,learnerSchema,numeric-method MLearn,formula,data.frame,learnerSchema,numeric-method MLearn,formula,data.frame,learnerSchema,xvalSpec-method MLearn,formula,ExpressionSet,learnerSchema,xvalSpec-method MLearn,formula,data.frame,clusteringSchema,ANY-method plotXvalRDA rdacvI rdaI BgbmI gbm2 rdaML rdacvML hclustI kmeansI pamI makeLearnerSchema standardMLIConverter
Keywords: models
Description: revised MLearn interface for machine learning
URL: ../../../library/MLInterfaces/html/MLearn-new.html

Entry: RAB
Aliases: RAB RAB4es DAB Predict tonp mkfmla Predict,raboostCont-method Predict,daboostCont-method
Keywords: models
Description: real adaboost (Friedman et al)
URL: ../../../library/MLInterfaces/html/RAB.html

Entry: balKfold.xvspec
Aliases: balKfold.xvspec
Keywords: models manip
Description: generate a partition function for cross-validation, where the partitions are approximately balanced with respect to the distribution of a response variable
URL: ../../../library/MLInterfaces/html/balKfold.xvspec.html

Entry: classifierOutput-class
Aliases: classifierOutput-class RObject,classifierOutput-method RObject show,classifierOutput-method testScores,classifierOutput-method testPredictions,classifierOutput-method testPredictions trainPredictions trainPredictions,classifierOutput-method fsHistory,classifierOutput-method testScores testPredictions
Keywords: classes
Description: Class "classifierOutput"
URL: ../../../library/MLInterfaces/html/classifierOutput-class.html

Entry: clusteringOutput-class
Aliases: clusteringOutput-class RObject,clusteringOutput-method plot,clusteringOutput,ANY-method show,clusteringOutput-method show,clusteringSchema-method getConverter,clusteringSchema-method getDist,clusteringSchema-method getConverter getDist
Keywords: classes
Description: container for clustering outputs in uniform structure
URL: ../../../library/MLInterfaces/html/clusteringOutput-class.html

Entry: confuMat-methods
Aliases: confuMat confuMat-methods confuMat,classifierOutput-method confuMat,classifierOutput,character-method confuMat,classifierOutput,missing-method
Keywords: methods classif
Description: Compute the confusion matrix for a classifier.
URL: ../../../library/MLInterfaces/html/confuMat-methods.html

Entry: fs.absT
Aliases: fs.absT fs.probT fs.topVariance
Keywords: models
Description: support for feature selection in cross-validation
URL: ../../../library/MLInterfaces/html/fs.absT.html

Entry: fsHistory
Aliases: fsHistory
Keywords: models
Description: extract history of feature selection for a cross-validated machine learner
URL: ../../../library/MLInterfaces/html/fsHistory.html

Entry: learnerSchema-class
Aliases: learnerSchema-class nonstandardLearnerSchema-class show,learnerSchema-method
Keywords: classes
Description: Class "learnerSchema" -- convey information on a machine learning function to the MLearn wrapper
URL: ../../../library/MLInterfaces/html/learnerSchema-class.html

Entry: planarPlot-methods
Aliases: planarPlot planarPlot-methods planarPlot,classifierOutput,ExpressionSet,character-method planarPlot,classifierOutput,data.frame,character-method
Keywords: methods
Description: Methods for Function planarPlot in Package 'MLInterfaces'
URL: ../../../library/MLInterfaces/html/planarPlot-methods.html

Entry: raboostCont-class
Aliases: raboostCont-class daboostCont-class show,raboostCont-method
Keywords: classes
Description: Class "raboostCont" ~~~
URL: ../../../library/MLInterfaces/html/raboostCont-class.html

Entry: varImpStruct-class
Aliases: varImpStruct-class plot,varImpStruct-method plot,varImpStruct,ANY-method show,varImpStruct-method report,varImpStruct-method report getVarImp getVarImp,classifOutput,logical-method getVarImp,classifierOutput,logical-method getVarImp,classifierOutput,missing-method
Keywords: classes
Description: Class "varImpStruct" -- collect data on variable importance from various machine learning methods
URL: ../../../library/MLInterfaces/html/varImpStruct-class.html

Entry: xvalLoop
Aliases: xvalLoop
Keywords: methods
Description: Cross-validation in clustered computing environments
URL: ../../../library/MLInterfaces/html/xvalLoop.html

Entry: xvalSpec
Aliases: xvalSpec xvalSpec-class
Keywords: models
Description: container for information specifying a cross-validated machine learning exercise
URL: ../../../library/MLInterfaces/html/xvalSpec.html
