1.1 - 8.10 - Other Syntax Elements - Teradata Vantage

Teradata Vantage™ - Machine Learning Engine Analytic Function Reference

Product
Teradata Vantage
Release Number
1.1
8.10
Published
October 2019
Content Type
Programming Reference
Publication ID
B700-4003-079K
Language
English (United States)
Function Syntax Element in Error Message Syntax Element in Syntax
AdaBoost OutputResponseProbDist OutputProb
AdaBoostPredict OutputResponseProbDist OutputProb
AMLGenerator ModelTableTag ModelTag
ModelTable2Tag Model2Tag
Approximate Cardinality InputColumns TargetColumns
Approximate Percentile GroupColumns GroupByColumns
ARIMA ValueColumn TargetColumn
TimestampColumns TimeColumns
Method FitMethod
Attribution_MLE model1 FirstModel
model2 SecondModel
TimestampColumn TimeColumn
CCM Mode ExecutionMode
ChangePointDetection ValueColumn TargetColumn
Penalty Cost
OutputOption OutputType
ConvertToCategorical Columns TargetColumns
CoxPH FeatureColumns TargetColumns
DecisionTree OutputResponseProbDist OutputProb
DecisionTreePredict_MLE OutputResponseProbDist OutputProb
Distribution Matching ValueColumn TargetColumn
Top NumTopMatches
FellegiSunter MaxIteration MaxIterNum
FFT ValueColumns TargetColumns
NumDimensions Dimensions
FFTLength MaxSignalLength
PadNonPowerOfTwoLengths PadSignal
IsSignalRealValued RealValuedSignal
FMeasure ObsColumn ObservationColumn
FPGrowth PartitionColumns GroupByColumns
GLM InputColumns TargetColumns
GLML1L2 FeatureColumns TargetColumns
Lambda RegularizationLambda
Threshold StopThreshold
HMMDecoder ObsColumn ObservationColumn
HMMEvaluator ObsColumn ObservationColumn
IDWT InputColumns TargetColumns
IDWT2D InputColumns TargetColumns
IFFT ValueColumns TargetColumns
NumDimensions Dimensions
FFTLength MaxSignalLength
PadNonPowerOfTwoLengths PadSignal
IsSignalRealValued RealValuedSignal
Interpolator ValueColumns TargetColumns
KMeansPredict PrintDistance OutputDistance
KModesPredict TestModels Models
PrintDistance OutputDistance
LDA ConvergenceDelta Threshold
LinRegPredict InputColumns TargetColumns
MurmurHash InputColumns TargetColumns
HashBit HashBits
NaiveBayesPredict_MLE IDCol IDColumn
NaiveBayesTextClassifier StopWords StopWordsList
Named Entity Finder Evaluator Model InputModelFile
NamedEntityFinder Model Models
ShowEntityContext ShowContext
EntityColumn EntityColName
NamedEntityFinderTrainer Model OutputModelFile
NERExtractor Models InputModelFiles
NGramSplitter_MLE ToLowerCase ConvertToLowerCase
TotalGramCount OutputTotalGramCount
NGramColumn NGramColName
NumGramsColumn GramLengthColName
FrequencyColumn FrequencyColName
TotalCountColumn TotalCountColName
NTree Mode Direction
Output OutputType
Logging OutputLogMessages
Result Results
Pack_MLE InputColumns TargetColumns
Percentiles GroupColumns GroupByColumns
RandomSample InputColumns TargetColumns
IterationNum IterNum
AsCategories NumericAsCategorical
ROC ObsColumn ObservationColumn
NumThreshold NumThresholds
ScaleMap InputColumns TargetColumns
SentimentExtractor Model InputModelFile
SentimentTrainer Model OutputModelFile
SeriesSplitter PartitionByColumns PartitionColumns
ShapeletSupervised CategoryColumn ResponseColumn
ShapeletUnsupervised ID IDColumn
SVMDense InputColumns TargetColumns
Cost RegularizationLambda
MaxStep MaxIterNum
Epsilon StopThreshold
SVMDensePredict InputColumns TargetColumns
OutputClassNum TopK
SVMDenseSummary AttributeColumns TargetColumns
SVMSparse Cost RegularizationLambda
MaxStep MaxIterNum
Epsilon StopThreshold
SVMSparsePredict_MLE SampleIDColumn IDColumn
AttributeColumn AttributeNameColumn
ValueColumn AttributeValueColumn
AccumulateLabel Accumulate
OutputClassNum TopK
TextClassifier Model InputModelFile
TextClassifierEvaluator ObsColumn ObservationColumn
TextClassifierTrainer ClassifierType ModelType
ClassifierParameters KNNModelParameters
FeatureSelectMethod FeatureSelectionLimits
ModelFile OutputModelFile
TextParser ToLowerCase ConvertToLowerCase
Stemming StemTokens
TotalWordsNum OutputTotalWords
TokenColumn TokenColName
FrequencyColumn FrequencyColName
TotalColumn TotalColName
PositionColumn PositionColName
StemmingExceptions StemExceptions
StopWords StopWordsList
TextTokenizer Model InputModelFile
VARMAX Method FitMethod
ResponseColumns TargetColumns
WSRecommender ItemSimilarity ItemSimilarityScore
UserItem UserItemColumn
UserID UserIDColumn
UserPref UserPrefColumn