public class ModelMetricsMultinomial extends ModelMetricsSupervised
Modifier and Type | Class and Description |
---|---|
static class |
ModelMetricsMultinomial.MetricBuilderMultinomial<T extends ModelMetricsMultinomial.MetricBuilderMultinomial<T>> |
ModelMetricsSupervised.MetricBuilderSupervised<T extends ModelMetricsSupervised.MetricBuilderSupervised<T>>
ModelMetrics.MetricBuilder<T extends ModelMetrics.MetricBuilder<T>>
Keyed.BinarySerializer<X extends Keyed>
Modifier and Type | Field and Description |
---|---|
ConfusionMatrix |
_cm |
float[] |
_hit_ratios |
double |
_logloss |
_domain, _sigma
_description, _MSE, _scoring_time
_key, EMPTY_KEY_LIST
Constructor and Description |
---|
ModelMetricsMultinomial(Model model,
Frame frame,
double mse,
java.lang.String[] domain,
double sigma,
ConfusionMatrix cm,
float[] hr,
double logloss) |
Modifier and Type | Method and Description |
---|---|
ConfusionMatrix |
cm() |
static ModelMetricsMultinomial |
getFromDKV(Model model,
Frame frame) |
static TwoDimTable |
getHitRatioTable(float[] hits) |
float[] |
hr() |
double |
logloss() |
static void |
updateHits(double w,
int iact,
double[] ds,
double[] hits) |
r2
auc, buildKey, calcVarImp, calcVarImp, calcVarImp, calcVarImp, checksum_impl, frame, isForFrame, isForModel, model, mse
checksum, getBinarySerializer, getPublishedKeys, remove_impl, remove, remove, remove, remove
clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, writeHTML_impl, writeHTML, writeJSON_impl, writeJSON
public final float[] _hit_ratios
public final ConfusionMatrix _cm
public final double _logloss
public ModelMetricsMultinomial(Model model, Frame frame, double mse, java.lang.String[] domain, double sigma, ConfusionMatrix cm, float[] hr, double logloss)
public double logloss()
public ConfusionMatrix cm()
cm
in class ModelMetrics
public float[] hr()
hr
in class ModelMetrics
public static ModelMetricsMultinomial getFromDKV(Model model, Frame frame)
public static void updateHits(double w, int iact, double[] ds, double[] hits)
public static TwoDimTable getHitRatioTable(float[] hits)