Generalized Linear Models

GLMClassifier

A generalized linear model classifier.

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

message DoubleArray {
    repeated double value = 1;
}

GLMClassifier.ClassEncoding

enum ClassEncoding {
    ReferenceClass = 0;
    OneVsRest = 1;
}

GLMClassifier.PostEvaluationTransform

enum PostEvaluationTransform {
    Logit = 0;
    Probit = 1;
}

GLMRegressor

A generalized linear model regressor.

message GLMRegressor {
    message DoubleArray {
        repeated double value = 1;
    }

    enum PostEvaluationTransform {
        NoTransform = 0;
        Logit = 1;
        Probit = 2;
    }

    repeated DoubleArray weights = 1;
    repeated double offset = 2;
    PostEvaluationTransform postEvaluationTransform = 3;
}

GLMRegressor.DoubleArray

message DoubleArray {
    repeated double value = 1;
}

GLMRegressor.PostEvaluationTransform

enum PostEvaluationTransform {
    NoTransform = 0;
    Logit = 1;
    Probit = 2;
}