public class ModelMetricsRegressionGLM extends ModelMetricsRegression implements GLMMetrics
ModelMetricsRegression.MetricBuilderRegression<T extends ModelMetricsRegression.MetricBuilderRegression<T>>
ModelMetricsSupervised.MetricBuilderSupervised<T extends ModelMetricsSupervised.MetricBuilderSupervised<T>>
ModelMetrics.MetricBuilder<T extends ModelMetrics.MetricBuilder<T>>
Modifier and Type | Field and Description |
---|---|
double |
_AIC |
long |
_nullDegressOfFreedom |
double |
_nullDev |
double |
_resDev |
long |
_residualDegressOfFreedom |
_mean_absolute_error, _mean_residual_deviance, _root_mean_squared_log_error
_domain, _sigma
_description, _MSE, _nobs, _scoring_time
Constructor and Description |
---|
ModelMetricsRegressionGLM(Model model,
Frame frame,
long nobs,
double mse,
double sigma,
double mae,
double rmsle,
double resDev,
double meanResDev,
double nullDev,
double aic,
long nDof,
long rDof) |
Modifier and Type | Method and Description |
---|---|
long |
null_degrees_of_freedom() |
double |
null_deviance() |
long |
residual_degrees_of_freedom() |
double |
residual_deviance()
For all algos except GLM this is mean residual deviance.
|
java.lang.String |
toString() |
computeHuberDelta, getFromDKV, mae, make, mean_residual_deviance, rmsle
r2
auc_obj, buildKey, calcVarImp, calcVarImp, calcVarImp, calcVarImp, checksum_impl, cm, deepCloneWithDifferentModelAndFrame, frame, getAllowedMetrics, getMetricFromModel, getMetricFromModelMetric, hr, isForFrame, isForModel, model, mse, rmse, sortModelsByMetric, sortModelsByMetric
checksum, makeSchema, readAll_impl, readAll, remove_impl, remove, remove, remove, remove, writeAll_impl, writeAll
asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonString, write, writeExternal, writeJSON
public final long _nullDegressOfFreedom
public final long _residualDegressOfFreedom
public final double _resDev
public final double _nullDev
public final double _AIC
public double residual_deviance()
ModelMetricsRegression
residual_deviance
in interface GLMMetrics
residual_deviance
in class ModelMetricsRegression
public double null_deviance()
null_deviance
in interface GLMMetrics
public long residual_degrees_of_freedom()
residual_degrees_of_freedom
in interface GLMMetrics
residual_degrees_of_freedom
in class ModelMetrics
public long null_degrees_of_freedom()
null_degrees_of_freedom
in interface GLMMetrics
public java.lang.String toString()
toString
in class ModelMetricsRegression