serial class %DeepSee.PMML.Builder.Text
extends %DeepSee.PMML.Builder.AbstractBuilder
parameter MODELCLASSNAME = "%DeepSee.PMML.Definition.Models.TextModel";
property EntityCount
as %String [ InitialExpression = 50 ];
property InputLanguages
as %String;
property InputType
as %String(VALUELIST=",text,terms") [ InitialExpression = "text" ];
Whether the model should have separate DataFields for each term or a single containing the whole text
property SimilarityType
as %String(VALUELIST=",euclidian,cosine") [ InitialExpression = "cosine" ];
property TermSelectionMetric
as %String(VALUELIST=",NaiveBayes,BM25");
property TermWeightsDocumentNormalization
as %String(VALUELIST=",none,cosine") [ InitialExpression = "none" ];
property TermWeightsGlobal
as %String(VALUELIST=",inverseDocumentFrequency,none,GFIDF,normal,probabilisticInverse") [ InitialExpression = "inverseDocumentFrequency" ];
property TermWeightsLocal
as %String(VALUELIST=",termFrequency,binary,logarithmic,augmentedNormalizedTermFrequency") [ InitialExpression = "termFrequency" ];