public class ScoreKeeper extends Iced
Modifier and Type | Class and Description |
---|---|
static class |
ScoreKeeper.StoppingMetric |
Modifier and Type | Field and Description |
---|---|
double |
_AUC |
double |
_classError |
float[] |
_hitratio |
double |
_logloss |
double |
_mean_residual_deviance |
double |
_mse |
double |
_r2 |
Constructor and Description |
---|
ScoreKeeper() |
ScoreKeeper(double mse) |
ScoreKeeper(ModelMetrics mm) |
Modifier and Type | Method and Description |
---|---|
static boolean |
earlyStopping(ScoreKeeper[] sk,
int k,
boolean classification,
ScoreKeeper.StoppingMetric criterion,
double rel_improvement) |
boolean |
equals(java.lang.Object that)
Compare this ScoreKeeper with that ScoreKeeper
|
void |
fillFrom(ModelMetrics m) |
boolean |
isEmpty() |
clone, frozenType, read_impl, read, readExternal, readJSON_impl, readJSON, toJsonString, write_impl, write, writeExternal, writeJSON_impl, writeJSON
public double _r2
public double _mean_residual_deviance
public double _mse
public double _logloss
public double _AUC
public double _classError
public float[] _hitratio
public ScoreKeeper()
public ScoreKeeper(double mse)
public ScoreKeeper(ModelMetrics mm)
public boolean isEmpty()
public void fillFrom(ModelMetrics m)
public boolean equals(java.lang.Object that)
equals
in class java.lang.Object
that
- public static boolean earlyStopping(ScoreKeeper[] sk, int k, boolean classification, ScoreKeeper.StoppingMetric criterion, double rel_improvement)