GLMClassifier ________________________________________________________________________________ A generalized linear model classifier. .. code-block:: proto message GLMClassifier { message DoubleArray { repeated double value = 1; } enum PostEvaluationTransform { Logit = 0; Probit = 1; } enum ClassEncoding { ReferenceClass = 0; OneVsRest = 1; } repeated DoubleArray weights = 1; repeated double offset = 2; PostEvaluationTransform postEvaluationTransform = 3; ClassEncoding classEncoding = 4; oneof ClassLabels { StringVector stringClassLabels = 100; Int64Vector int64ClassLabels = 101; } } GLMClassifier.DoubleArray -------------------------------------------------------------------------------- .. code-block:: proto message DoubleArray { repeated double value = 1; } GLMClassifier.ClassEncoding -------------------------------------------------------------------------------- .. code-block:: proto enum ClassEncoding { ReferenceClass = 0; OneVsRest = 1; } GLMClassifier.PostEvaluationTransform -------------------------------------------------------------------------------- .. code-block:: proto enum PostEvaluationTransform { Logit = 0; Probit = 1; }