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%ML.H2O.TrainedModel

Class %ML.H2O.TrainedModel Extends %ML.TrainedModel [ ClassType = persistent ]

Properties​

h2oProvider​

Property h2oProvider As %ML.H2O.Provider [ Transient ];

ByteStream​

Property ByteStream As %Stream.GlobalBinary;

withcolumnnames​

Property withcolumnnames As %List [ Internal, Transient ];

Cached info

withcolumntypes​

Property withcolumntypes As %List [ Internal, Transient ];

Cached info

Methods​

%Begin​

Method %Begin() As %Status

Begin trained model operations

%End​

Method %End() As %Status

End trained model operations

%PredictAll​

Method %PredictAll(tfn As %Integer, argspos As %List, predpos As %List = "", probpos As %List = "", expr As %String = "") As %Status

Bulk Predict arguments: tfn - tempfile index argspos - Positions of the WithColumns in the temp rows, $list(column-positions) predpos - Position of the predicted value, $list(result-column-positions) probpos - Position of the probability value, $list(result-column-positions) expr - expression for probability returns: $$$OK on success, otherwise a $$$ERROR(...)

%Predict​

Method %Predict(data As %List, ByRef results As %List) As %Status

%Probability​

Method %Probability(expr As %String = 1, data As %List, ByRef results As %List) As %Status

Predict probability on an ML model Arguments: expr: The argument of PROBABILITY's FOR clause, defaults to 1 data: $List of WITH clause values results: PBR, return value

predictORprobability​

Method predictORprobability(expr As %String, data As %List, ByRef results As %List, predict As %Boolean) As %Status [ Internal ]

PredictAllH2O​

Method PredictAllH2O(select As %String, selectcnt As %String, predictingcolumn As %String, classname As %String) As %Status [ Internal ]

ProbAllH2O​

Method ProbAllH2O(select As %String, selectcnt As %String, predictingcolumn As %String, classname As %String, expr As %String) As %Status [ Internal ]