public class ModelMetricsMultinomialGLMGeneric extends ModelMetricsMultinomialGeneric
ModelMetricsMultinomial.MetricBuilderMultinomial<T extends ModelMetricsMultinomial.MetricBuilderMultinomial<T>>
ModelMetricsSupervised.MetricBuilderSupervised<T extends ModelMetricsSupervised.MetricBuilderSupervised<T>>
ModelMetrics.MetricBuilder<T extends ModelMetrics.MetricBuilder<T>>
Modifier and Type | Field and Description |
---|---|
double |
_AIC |
TwoDimTable |
_coefficients_table |
double |
_loglikelihood |
long |
_nullDegreesOfFreedom |
double |
_nullDev |
double |
_resDev |
long |
_residualDegreesOfFreedom |
_confusion_matrix_table, _hit_ratio_table, _multinomial_auc_table, _multinomial_aucpr_table, _r2
_auc, _cm, _hit_ratios, _logloss, _mean_per_class_error
_domain, _sigma
_custom_metric, _description, _MSE, _nobs, _scoring_time
Constructor and Description |
---|
ModelMetricsMultinomialGLMGeneric(Model model,
Frame frame,
long nobs,
double mse,
java.lang.String[] domain,
double sigma,
TwoDimTable confusion_matrix,
TwoDimTable hit_ratio_table,
double logloss,
CustomMetric customMetric,
double mean_per_class_error,
long nullDegreesOfFreedom,
long residualDegreesOfFreedom,
double resDev,
double nullDev,
double aic,
TwoDimTable coefficients_table,
double r2,
TwoDimTable multinomial_auc_table,
TwoDimTable multinomial_aucpr_table,
MultinomialAucType type,
java.lang.String description,
double loglikelihood) |
r2
auc, aucpr, cm, getFromDKV, getHitRatioTable, hr, logloss, make, make, make, mean_per_class_error, pr_auc, toString, updateHits, updateHits
appendToStringMetrics, auc_obj, buildKey, buildKey, calcVarImp, calcVarImp, calcVarImp, calcVarImp, checksum_impl, deepCloneWithDifferentModelAndFrame, defaultModelMetrics, frame, getAllowedMetrics, getMetricFromModel, getMetricFromModelMetric, isForFrame, isForModel, model, mse, residual_degrees_of_freedom, rmse, setModelKey, sortModelsByMetric, sortModelsByMetric, withDescription, withModelAndFrame
checksum_impl, checksum, checksum, getKey, makeSchema, readAll_impl, readAll, remove_impl, remove_impl, remove_self_key_impl, remove, remove, remove, remove, remove, remove, removeQuietly, writeAll_impl, writeAll
asBytes, clone, copyOver, frozenType, read, readExternal, readJSON, reloadFromBytes, toJsonBytes, toJsonString, write, writeExternal, writeJSON
public final long _nullDegreesOfFreedom
public final long _residualDegreesOfFreedom
public final double _resDev
public final double _nullDev
public final double _AIC
public final double _loglikelihood
public final TwoDimTable _coefficients_table
public ModelMetricsMultinomialGLMGeneric(Model model, Frame frame, long nobs, double mse, java.lang.String[] domain, double sigma, TwoDimTable confusion_matrix, TwoDimTable hit_ratio_table, double logloss, CustomMetric customMetric, double mean_per_class_error, long nullDegreesOfFreedom, long residualDegreesOfFreedom, double resDev, double nullDev, double aic, TwoDimTable coefficients_table, double r2, TwoDimTable multinomial_auc_table, TwoDimTable multinomial_aucpr_table, MultinomialAucType type, java.lang.String description, double loglikelihood)