public class GLMValidation extends hex.ModelMetricsBinomial.MetricBuilderBinomial<GLMValidation>
Constructor and Description |
---|
GLMValidation(java.lang.String[] domain,
boolean intercept,
double ymu,
GLMModel.GLMParameters parms,
int rank,
double threshold,
boolean computeMetrics) |
Modifier and Type | Method and Description |
---|---|
void |
add(double yreal,
double ymodel,
double weight,
double offset) |
protected void |
computeAIC() |
protected double |
computeAUC() |
double |
explainedDev() |
hex.ModelMetrics |
makeModelMetrics(hex.Model m,
water.fvec.Frame f,
double sigma) |
double |
nullDeviance() |
long |
nullDOF() |
double[] |
perRow(double[] ds,
float[] yact,
double weight,
double offset,
hex.Model m) |
double[] |
perRow(double[] ds,
float[] yact,
hex.Model m) |
void |
reduce(GLMValidation v) |
long |
resDOF() |
double |
residualDeviance() |
java.lang.String |
toString() |
public GLMValidation(java.lang.String[] domain, boolean intercept, double ymu, GLMModel.GLMParameters parms, int rank, double threshold, boolean computeMetrics)
public double explainedDev()
public double[] perRow(double[] ds, float[] yact, hex.Model m)
perRow
in class hex.ModelMetricsBinomial.MetricBuilderBinomial<GLMValidation>
public double[] perRow(double[] ds, float[] yact, double weight, double offset, hex.Model m)
perRow
in class hex.ModelMetricsBinomial.MetricBuilderBinomial<GLMValidation>
public void add(double yreal, double ymodel, double weight, double offset)
public void reduce(GLMValidation v)
reduce
in class hex.ModelMetricsBinomial.MetricBuilderBinomial<GLMValidation>
public final double nullDeviance()
public final double residualDeviance()
public final long nullDOF()
public final long resDOF()
protected double computeAUC()
protected void computeAIC()
public java.lang.String toString()
toString
in class hex.ModelMetricsBinomial.MetricBuilderBinomial<GLMValidation>
public hex.ModelMetrics makeModelMetrics(hex.Model m, water.fvec.Frame f, double sigma)
makeModelMetrics
in class hex.ModelMetricsBinomial.MetricBuilderBinomial<GLMValidation>