API for guillermozbta/mir
Machine Learning in R

Global functions
Aggregation	Man page
BenchmarkResult	Man page
CalibrationData	Man page
ClassifTask	Man page
ClusterTask	Man page
ConfusionMatrix	Man page
CostSensClassifModel	Man page
CostSensClassifWrapper	Man page
CostSensRegrModel	Man page
CostSensRegrWrapper	Man page
CostSensTask	Man page
CostSensWeightedPairsModel	Man page
CostSensWeightedPairsWrapper	Man page
FailureModel	Man page
FeatSelControl	Man page
FeatSelControlExhaustive	Man page
FeatSelControlGA	Man page
FeatSelControlRandom	Man page
FeatSelControlSequential	Man page
FeatSelResult	Man page
FeatureImportanceData	Man page
FilterValues	Man page
FunctionalANOVAData	Man page
G1	Man page
G2	Man page
Learner	Man page
LearnerProperties	Man page
LearningCurveData	Man page
Measure	Man page
MeasureProperties	Man page
ModelMultiplexer	Man page
MultilabelTask	Man page
PartialDependenceData	Man page
Prediction	Man page
RLearner	Man page
RLearnerClassif	Man page
RLearnerCluster	Man page
RLearnerMultilabel	Man page
RLearnerRegr	Man page
RLearnerSurv	Man page
RegrTask	Man page
ResampleDesc	Man page
ResampleInstance	Man page
ResamplePrediction	Man page
ResampleResult	Man page
SurvTask	Man page
Task	Man page
TaskDesc	Man page
ThreshVsPerfData	Man page
TuneControl	Man page
TuneControlCMAES	Man page
TuneControlDesign	Man page
TuneControlGenSA	Man page
TuneControlGrid	Man page
TuneControlIrace	Man page
TuneControlMBO	Man page
TuneControlRandom	Man page
TuneMultiCritControl	Man page
TuneMultiCritControlGrid	Man page
TuneMultiCritControlMBO	Man page
TuneMultiCritControlNSGA2	Man page
TuneMultiCritControlRandom	Man page
TuneMultiCritResult	Man page
TuneResult	Man page
WrappedModel	Man page
acc	Man page
addRRMeasure	Man page
aggregations	Man page
agri.task	Man page
analyzeFeatSelResult	Man page
arsq	Man page
asROCRPrediction	Man page
auc	Man page
b632	Man page
b632plus	Man page
bac	Man page
batchmark	Man page
bc.task	Man page
bc.task.spatial	Man page
benchmark	Man page
ber	Man page
bh.task	Man page
bootstrapB632	Man page
bootstrapB632plus	Man page
bootstrapOOB	Man page
brier	Man page
brier.scaled	Man page
calculateConfusionMatrix	Man page
calculateROCMeasures	Man page
capLargeValues	Man page
changeData	Man page
checkLearner	Man page
checkPredictLearnerOutput	Man page
cindex	Man page
cindex.uno	Man page
classif.featureless	Man page
configureMlr	Man page
convertBMRToRankMatrix	Man page
convertMLBenchObjToTask	Man page
costiris.task	Man page
createDummyFeatures	Man page
crossover	Man page
crossval	Man page
cv10	Man page
cv2	Man page
cv3	Man page
cv5	Man page
db	Man page
downsample	Man page
dropFeatures	Man page
dunn	Man page
estimateRelativeOverfitting	Man page
estimateResidualVariance	Man page
expvar	Man page
extractFDAFPCA	Man page
extractFDAFeatures	Man page
extractFDAFourier	Man page
extractFDAMultiResFeatures	Man page
extractFDAWavelets	Man page
f1	Man page
fdr	Man page
featperc	Man page
filterFeatures	Man page
fn	Man page
fnr	Man page
fp	Man page
fpr	Man page
friedmanPostHocTestBMR	Man page
friedmanTestBMR	Man page
fuelsubset.task	Man page
generateCalibrationData	Man page
generateCritDifferencesData	Man page
generateFeatureImportanceData	Man page
generateFilterValuesData	Man page
generateFunctionalANOVAData	Man page
generateHyperParsEffectData	Man page
generateLearningCurveData	Man page
generatePartialDependenceData	Man page
generateThreshVsPerfData	Man page
getBMRAggrPerformances	Man page
getBMRFeatSelResults	Man page
getBMRFilteredFeatures	Man page
getBMRLearnerIds	Man page
getBMRLearnerShortNames	Man page
getBMRLearners	Man page
getBMRMeasureIds	Man page
getBMRMeasures	Man page
getBMRModels	Man page
getBMRPerformances	Man page
getBMRPredictions	Man page
getBMRTaskDescriptions	Man page
getBMRTaskDescs	Man page
getBMRTaskIds	Man page
getBMRTuneResults	Man page
getCaretParamSet	Man page
getClassWeightParam	Man page
getConfMatrix	Man page
getDefaultMeasure	Man page
getFailureModelDump	Man page
getFailureModelMsg	Man page
getFeatSelResult	Man page
getFeatureImportance	Man page
getFeatureImportanceLearner	Man page
getFeatureImportanceLearner.regr.randomForestSRC	Man page
getFilterValues	Man page
getFilteredFeatures	Man page
getHomogeneousEnsembleModels	Man page
getHyperPars	Man page
getLearnerId	Man page
getLearnerModel	Man page
getLearnerPackages	Man page
getLearnerParVals	Man page
getLearnerParamSet	Man page
getLearnerPredictType	Man page
getLearnerProperties	Man page Man page
getLearnerShortName	Man page
getLearnerType	Man page
getMeasureProperties	Man page Man page
getMlrOptions	Man page
getMultilabelBinaryPerformances	Man page
getNestedTuneResultsOptPathDf	Man page
getNestedTuneResultsX	Man page
getOOBPreds	Man page
getOOBPredsLearner	Man page
getParamSet	Man page
getPredictionDump	Man page
getPredictionProbabilities	Man page
getPredictionResponse	Man page
getPredictionSE	Man page
getPredictionTaskDesc	Man page
getPredictionTruth	Man page
getProbabilities	Man page
getRRDump	Man page
getRRPredictionList	Man page
getRRPredictions	Man page
getRRTaskDesc	Man page
getRRTaskDescription	Man page
getStackedBaseLearnerPredictions	Man page
getTaskClassLevels	Man page
getTaskCosts	Man page
getTaskData	Man page
getTaskDesc	Man page
getTaskDescription	Man page
getTaskFeatureNames	Man page
getTaskFormula	Man page
getTaskId	Man page
getTaskNFeats	Man page
getTaskSize	Man page
getTaskTargetNames	Man page
getTaskTargets	Man page
getTaskType	Man page
getTuneResult	Man page
getTuneResultOptPath	Man page
gmean	Man page
gpr	Man page
gunpoint.task	Man page
hasFunctionalFeatures	Man page
hasLearnerProperties	Man page Man page
hasMeasureProperties	Man page Man page
hasProperties	Man page
helpLearner	Man page
helpLearnerParam	Man page
holdout	Man page
hout	Man page
iauc.uno	Man page
ibrier	Man page
imputations	Man page
impute	Man page
imputeConstant	Man page
imputeHist	Man page
imputeLearner	Man page
imputeMax	Man page
imputeMean	Man page
imputeMedian	Man page
imputeMin	Man page
imputeMode	Man page
imputeNormal	Man page
imputeUniform	Man page
iris.task	Man page
isFailureModel	Man page
joinClassLevels	Man page
kappa	Man page
kendalltau	Man page
learnerArgsToControl	Man page
learners	Man page
listFilterMethods	Man page
listLearnerProperties	Man page
listLearners	Man page
listLearners.Task	Man page
listLearners.character	Man page
listLearners.default	Man page
listMeasureProperties	Man page
listMeasures	Man page
listMeasures.Task	Man page
listMeasures.character	Man page
listMeasures.default	Man page
listTaskTypes	Man page
logloss	Man page
lsr	Man page
lung.task	Man page
mae	Man page
makeAggregation	Man page
makeBaggingWrapper	Man page
makeBaseWrapper	Man page
makeChainModel	Man page
makeClassifTask	Man page
makeClassifTaskDesc	Man page
makeClassificationViaRegressionWrapper	Man page
makeClusterTask	Man page
makeClusterTaskDesc	Man page
makeConstantClassWrapper	Man page
makeCostMeasure	Man page
makeCostSensClassifWrapper	Man page
makeCostSensRegrWrapper	Man page
makeCostSensTask	Man page
makeCostSensTaskDesc	Man page
makeCostSensWeightedPairsWrapper	Man page
makeCustomResampledMeasure	Man page
makeDownsampleWrapper	Man page
makeDummyFeaturesWrapper	Man page
makeExtractFDAFeatMethod	Man page
makeExtractFDAFeatsWrapper	Man page
makeFeatSelControlExhaustive	Man page
makeFeatSelControlGA	Man page
makeFeatSelControlRandom	Man page
makeFeatSelControlSequential	Man page
makeFeatSelWrapper	Man page
makeFilter	Man page Man page Man page Man page Man page Man page Man page Man page Man page Man page Man page Man page Man page Man page Man page Man page Man page Man page Man page Man page Man page
makeFilterWrapper	Man page
makeFixedHoldoutInstance	Man page
makeFunctionalData	Man page
makeImputeMethod	Man page
makeImputeWrapper	Man page
makeLearner	Man page
makeLearners	Man page
makeMeasure	Man page
makeModelMultiplexer	Man page
makeModelMultiplexerParamSet	Man page
makeMulticlassWrapper	Man page
makeMultilabelBinaryRelevanceWrapper	Man page
makeMultilabelClassifierChainsWrapper	Man page
makeMultilabelDBRWrapper	Man page
makeMultilabelNestedStackingWrapper	Man page
makeMultilabelStackingWrapper	Man page
makeMultilabelTask	Man page
makeMultilabelTaskDesc	Man page
makeOverBaggingWrapper	Man page
makeOversampleWrapper	Man page
makePrediction	Man page
makePreprocWrapper	Man page
makePreprocWrapperCaret	Man page
makeRLearner	Man page
makeRLearner.classif.fdausc.glm	Man page
makeRLearner.classif.fdausc.kernel	Man page
makeRLearner.classif.fdausc.np	Man page
makeRLearnerClassif	Man page
makeRLearnerCluster	Man page
makeRLearnerCostSens	Man page
makeRLearnerMultilabel	Man page
makeRLearnerRegr	Man page
makeRLearnerSurv	Man page
makeRegrTask	Man page
makeRegrTaskDesc	Man page
makeRemoveConstantFeaturesWrapper	Man page
makeResampleDesc	Man page
makeResampleInstance	Man page
makeSMOTEWrapper	Man page
makeStackedLearner	Man page
makeSurvTask	Man page
makeSurvTaskDesc	Man page
makeTaskDesc	Man page
makeTaskDescInternal	Man page
makeTuneControlCMAES	Man page
makeTuneControlDesign	Man page
makeTuneControlGenSA	Man page
makeTuneControlGrid	Man page
makeTuneControlIrace	Man page
makeTuneControlMBO	Man page
makeTuneControlRandom	Man page
makeTuneMultiCritControlGrid	Man page
makeTuneMultiCritControlMBO	Man page
makeTuneMultiCritControlNSGA2	Man page
makeTuneMultiCritControlRandom	Man page
makeTuneWrapper	Man page
makeUndersampleWrapper	Man page
makeWeightedClassesWrapper	Man page
makeWrappedModel	Man page
mape	Man page
mcc	Man page
mcp	Man page
meancosts	Man page
measureACC	Man page
measureAU1P	Man page
measureAU1U	Man page
measureAUC	Man page
measureAUNP	Man page
measureAUNU	Man page
measureBAC	Man page
measureBER	Man page
measureBrier	Man page
measureBrierScaled	Man page
measureEXPVAR	Man page
measureF1	Man page
measureFDR	Man page
measureFN	Man page
measureFNR	Man page
measureFP	Man page
measureFPR	Man page
measureGMEAN	Man page
measureGPR	Man page
measureKAPPA	Man page
measureKendallTau	Man page
measureLSR	Man page
measureLogloss	Man page
measureMAE	Man page
measureMAPE	Man page
measureMCC	Man page
measureMEDAE	Man page
measureMEDSE	Man page
measureMMCE	Man page
measureMSE	Man page
measureMSLE	Man page
measureMultiLabelF1	Man page
measureMulticlassBrier	Man page
measureMultilabelACC	Man page
measureMultilabelHamloss	Man page
measureMultilabelPPV	Man page
measureMultilabelSubset01	Man page
measureMultilabelTPR	Man page
measureNPV	Man page
measurePPV	Man page
measureQSR	Man page
measureRAE	Man page
measureRMSE	Man page
measureRMSLE	Man page
measureRRSE	Man page
measureRSQ	Man page
measureSAE	Man page
measureSSE	Man page
measureSSR	Man page
measureSpearmanRho	Man page
measureTN	Man page
measureTNR	Man page
measureTP	Man page
measureTPR	Man page
measureWKAPPA	Man page
measures	Man page
medae	Man page
medse	Man page
mergeBenchmarkResults	Man page
mergeSmallFactorLevels	Man page
mlrFamilies	Man page
mmce	Man page
mse	Man page
msle	Man page
mtcars.task	Man page
multiclass.au1p	Man page
multiclass.au1u	Man page
multiclass.aunp	Man page
multiclass.aunu	Man page
multiclass.brier	Man page
multilabel.acc	Man page
multilabel.f1	Man page
multilabel.hamloss	Man page
multilabel.ppv	Man page
multilabel.subset01	Man page
multilabel.tpr	Man page
normalizeFeatures	Man page
npv	Man page
oversample	Man page
parallelization	Man page
performance	Man page
phoneme.task	Man page
pid.task	Man page
plotBMRBoxplots	Man page
plotBMRRanksAsBarChart	Man page
plotBMRSummary	Man page
plotCalibration	Man page
plotCritDifferences	Man page
plotFilterValues	Man page
plotFilterValuesGGVIS	Man page
plotHyperParsEffect	Man page
plotLearnerPrediction	Man page
plotLearningCurve	Man page
plotLearningCurveGGVIS	Man page
plotPartialDependence	Man page
plotPartialDependenceGGVIS	Man page
plotROCCurves	Man page
plotResiduals	Man page
plotThreshVsPerf	Man page
plotThreshVsPerfGGVIS	Man page
plotTuneMultiCritResult	Man page
plotTuneMultiCritResultGGVIS	Man page
plotViperCharts	Man page
ppv	Man page
predict.WrappedModel	Man page
predictLearner	Man page
print.ConfusionMatrix	Man page
print.ROCMeasures	Man page
qsr	Man page
rae	Man page
reduceBatchmarkResults	Man page
reextractFDAFeatures	Man page
regr.featureless	Man page
regr.randomForest	Man page
reimpute	Man page
removeConstantFeatures	Man page
removeHyperPars	Man page
repcv	Man page
resample	Man page
rf.importance	Man page
rf.min.depth	Man page
rmse	Man page
rmsle	Man page
rrse	Man page
rsq	Man page
sae	Man page
selectFeatures	Man page
setAggregation	Man page
setHyperPars	Man page
setHyperPars2	Man page
setId	Man page
setLearnerId	Man page
setMeasurePars	Man page
setPredictThreshold	Man page
setPredictType	Man page
setThreshold	Man page
silhouette	Man page
simplifyMeasureNames	Man page
smote	Man page
sonar.task	Man page
spearmanrho	Man page
sse	Man page
ssr	Man page
subsample	Man page
subsetTask	Man page
summarizeColumns	Man page
summarizeLevels	Man page
test.join	Man page
test.max	Man page
test.mean	Man page
test.median	Man page
test.min	Man page
test.range	Man page
test.rmse	Man page
test.sd	Man page
test.sum	Man page
testgroup.mean	Man page
testgroup.sd	Man page
timeboth	Man page
timepredict	Man page
timetrain	Man page
tn	Man page
tnr	Man page
tp	Man page
tpr	Man page
train	Man page
train.max	Man page
train.mean	Man page
train.median	Man page
train.min	Man page
train.range	Man page
train.rmse	Man page
train.sd	Man page
train.sum	Man page
trainLearner	Man page
tuneParams	Man page
tuneParamsMultiCrit	Man page
tuneThreshold	Man page
undersample	Man page
univariate	Man page
wkappa	Man page
wpbc.task	Man page
yeast.task	Man page