public class ModelMetricsMultinomialGeneric extends ModelMetricsMultinomial
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 |
---|---|
TwoDimTable |
_confusion_matrix_table |
TwoDimTable |
_hit_ratio_table |
TwoDimTable |
_multinomial_auc_table |
TwoDimTable |
_multinomial_aucpr_table |
double |
_r2 |
_auc, _cm, _hit_ratios, _logloss, _mean_per_class_error
_domain, _sigma
_custom_metric, _description, _MSE, _nobs, _scoring_time
Constructor and Description |
---|
ModelMetricsMultinomialGeneric(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,
double r2,
TwoDimTable multinomial_auc_table,
TwoDimTable multinomial_aucpr_table,
MultinomialAucType type,
java.lang.String description) |
Modifier and Type | Method and Description |
---|---|
double |
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 TwoDimTable _hit_ratio_table
public final TwoDimTable _confusion_matrix_table
public final TwoDimTable _multinomial_auc_table
public final TwoDimTable _multinomial_aucpr_table
public final double _r2
public ModelMetricsMultinomialGeneric(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, double r2, TwoDimTable multinomial_auc_table, TwoDimTable multinomial_aucpr_table, MultinomialAucType type, java.lang.String description)
public double r2()
r2
in class ModelMetricsSupervised