Teradata ML Engine Analytic Function Mapping

Teradata® Vantage User Guide

prodname
Teradata Vantage
vrm_release
1.0
category
User Guide
featnum
B700-4002-098K
Teradata ML Engine analytic functions have well-defined function aliases, except the ones that have a corresponding function in SQL Engine. The Teradata® Vantage Machine Learning Engine Analytic Function Reference, B700-4003 uses these aliases to refer to these functions.
To run these functions, use the query in this way:
SELECT * FROM function_name (...
where function_name refers to the function alias (the Teradata ML Engine analytic function name).

The following table shows the mapping between function aliases (Teradata ML Engine analytic function names) and the coprocessor analytic function names.

Teradata ML Engine Function Name Coprocessor Function Name
AdaBoost AdaBoost_Drive
AdaBoostPredict AdaBoost_Predict
AllPairsShortestPath AllPairsShortestPath
AMLGenerator AMLGenerator
AntiSelect Antiselect
ApacheLogParser Apache_Log_Parser
ApproxCardinalityMap ApproxDCountMap
ApproxCardinalityReduce ApproxDCountReduce
ApproxPercentileMap ApproxPercentileMap
ApproxPercentileReduce ApproxPercentileReduce
ARIMA Arima
ARIMAPredict ArimaPredictor
Attribution Attribution
BasketGenerator Basket_Generator
Betweenness Betweenness
Burst Burst
Canopy Canopy
CCM CCM
CCMPrepare CCMPrepare
CFilter CFilter
ChangePointDetection ChangePointDetection
ChangePointDetectionRT RtChangePointDetection
Closeness Closeness
ConfusionMatrix ConfusionMatrix
ConvertToCategorical Categorize
CorrelationMap Corr_Map
CorrelationReduce Corr_Reduce
CoxHazardRatio CoxPredict
CoxPH CoxPH
CoxSurvival CoxSurvFit
CrossValidation CrossValidation
CumulativeMovAvg CMAVG
DecisionForest Forest_Drive
DecisionForestEvaluator Forest_Analyze
DecisionTree Single_Tree_Drive
DistributionMatchMultiInput DistnmatchMultipleInput
DistributionMatchReduce DistnmatchReduce
DTW DTW
DWT DWT
DWT2D DWT2D
EigenVectorCentrality EigenvectorCentrality
ExponentialMovAvg EMAVG
FellegiSunter FellegiSunterTrainer
FellegiSunterPredict FellegiSunterPredict
FFT FFT
FMeasure FMeasure
Forest_Predit Forest_Predict
FPGrowth FPGrowth
FrequentPaths FrequentPaths
GeometryOverlay GeometryOverlay
GLM GLM
GLM2 GLM2
GLM2Predict GLM2Predict
GLML1L2 not applicable
GLML1L2Predict not applicable
GLMPredict GLMPredict
GMM GMMFit
GMMPredict GMMPredict
GMMProfile GMMProfile
GTree gTree
Histogram Histogram
HMMDecoder HMMDecoder
HMMEvaluator HMMEvaluator
HMMSupervised HMMSupervisedLearner
HMMUnsupervised HMMUnsupervisedLearner
IdentityMatch IdentityMatch
IDWT IDWT
IDWT2D IDWT2D
IFFT IFFT
Interpolator Interpolator
IPGeo IPGeo
JSONParser JSONParser
KMeans KMeans
KMeansPlot KMeansPlot
KModes KModes
KModesPredict KModesPredict
KNN KNN
KNNRecommender KNNRecommenderTrain
KNNRecommenderPredict KNNRecommenderPredict
LAR LARS
LARPredict LARSPredict
LDA LDATrainer
LDAInference LDAInference
LDATopicSummary LDATopicPrinter
LevenshteinDistance LDist
LikelihoodRatioTest LRTEST
LinReg LinReg
LinRegInternal LinRegMatrix
LinRegPredict LinRegPredict
LocalClusteringCoefficient LocalClusteringCoefficient
LoopyBeliefPropagation LoopyBeliefPropagation
MinHash Minhash
Modularity Modularity
MultiCaseMatch Multi_Case
MurmurHash MurmurHash
NaiveBayesMap NaiveBayesMap
NaiveBayesPredict NaiveBayesPredict
NaiveBayesReduce NaiveBayesReduce
NaiveBayesTextClassifier NaiveBayesTextClassifierPredict
NaiveBayesTextClassifierInternal NaiveBayesTextClassifierInternal
NaiveBayesTextClassifierTrainer NaiveBayesTextClassifierTrainer
NamedEntityFinder FindNamedEntity
NamedEntityFinderEvaluatorMap EvaluateNamedEntityFinderRow
NamedEntityFinderEvaluatorReduce EvaluateNamedEntityFinderPartition
NamedEntityFinderTrainer TrainNamedEntityFinder
NEREvaluator NEREvaluator
NERExtractor NER
NERTrainer NERTrainer
NGrams nGram
nPath nPath
NTree nTree
OutlierFilter OutlierFilter
Pack Pack
PageRank PageRank
PathAnalyzer Path_Analyzer
PathGenerator Path_Generator
PathStart Path_Starter
PathSummarizer Path_Summarizer
PCAMap pca_map
PCAReduce pca_reduce
PCAScore PCAPlot
Percentiles Percentile
Pivoting Pivot
PointInPolygon PointInPolygon
POSTagger POSTagger
PSALSA pSALSA
RandomizedPCA not applicable
RandomizedPCATransform not applicable
RandomSample RandomSample
RandomWalkSample RandomWalkSample
ROC ROC
Sampling Sample
SAX SAX2
Scale Scale
ScaleByPartition PartitionScale
ScaleMap ScaleMap
ScaleSummary ScalePrinter
SentenceExtractor Sentenizer
SentimentEvaluator EvaluateSentimentExtractor
SentimentExtractor ExtractSentiment
SentimentTrainer TrainSentimentExtractor
SeriesSplitter SeriesSplitter
Sessionize Sessionize
ShapeletSupervised SupervisedShapeletTrainer
ShapeletSupervisedClassifier SupervisedShapeletClassifier
ShapeletUnsupervised UnsupervisedShapelet
ShapleyAddOnePlayer AddOnePlayer
ShapleyGenerateCombination GenerateCombination
ShapleySortCombinations SortCombination
SimpleMovAvg SMAVG
Single_Tree_Predict Single_Tree_Predict
SparseSVMPredictor SparseSVMPredictor
StringSimilarity StringSimilarity
SVMDense DenseSVMTrainer
SVMDensePredict DenseSVMPredictor
SVMDenseSummary DenseSVMModelPrinter
SVMSparse SparseSVMTrainer
SVMSparseSummary SVMModelPrinter
TextChunker TextChunker
TextClassifier TextClassifier
TextClassifierEvaluator TextClassifierEvaluator
TextClassifierTrainer TextClassifierTrainer
TextMorph TextMorph
TextParser Text_Parser
TextTagger TextTagging
TextTokenizer TextTokenizer
TF TF
TFIDF TF_IDF
TimeSeriesOrders TimeSeriesOrders
UnivariateStatistics not applicable
Unpack Unpack
Unpivoting Unpivot
URIPack URIPack
URIUnpack URIUnpack
VARMAX VARMAX
VectorDistance VectorDistance
VWAP VWAP
WeightedMovAvg WMAVG
WSRecommender WSRecommender
WSRecommenderReduce WSRecommender
XGBoost XGBoost_Drive
XGBoostPredict XGBoost_Predict
XMLParser XMLParser
XMLRelation XMLRelation