public class ModelMetricsClustering extends ModelMetricsUnsupervised
Modifier and Type | Class and Description |
---|---|
static class |
ModelMetricsClustering.MetricBuilderClustering |
ModelMetricsUnsupervised.MetricBuilderUnsupervised<T extends ModelMetricsUnsupervised.MetricBuilderUnsupervised<T>>
ModelMetrics.MetricBuilder<T extends ModelMetrics.MetricBuilder<T>>
Modifier and Type | Field and Description |
---|---|
double |
_betweenss |
long[] |
_size |
double |
_tot_withinss |
double |
_totss |
double[] |
_withinss |
_custom_metric, _description, _MSE, _nobs, _scoring_time
Constructor and Description |
---|
ModelMetricsClustering(Model model,
Frame frame,
CustomMetric customMetric) |
Modifier and Type | Method and Description |
---|---|
double |
betweenss() |
TwoDimTable |
createCentroidStatsTable()
Populate TwoDimTable from members _size and _withinss
|
java.lang.String |
toString() |
double |
tot_withinss() |
double |
totss() |
appendToStringMetrics, auc_obj, buildKey, buildKey, calcVarImp, calcVarImp, calcVarImp, calcVarImp, checksum_impl, cm, deepCloneWithDifferentModelAndFrame, defaultModelMetrics, frame, getAllowedMetrics, getFromDKV, getMetricFromModel, getMetricFromModelMetric, hr, isForFrame, isForModel, model, mse, residual_degrees_of_freedom, rmse, sortModelsByMetric, sortModelsByMetric, withDescription, withModelAndFrame
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 long[] _size
public double[] _withinss
public double _totss
public double _tot_withinss
public double _betweenss
public ModelMetricsClustering(Model model, Frame frame, CustomMetric customMetric)
public double totss()
public double tot_withinss()
public double betweenss()
public java.lang.String toString()
toString
in class ModelMetrics
public TwoDimTable createCentroidStatsTable()