public class DistanceMeasureCluster extends AbstractCluster
Parametered.ParameteredGeneralizations
CLUSTERS_DIR, FINAL_ITERATION_SUFFIX, INITIAL_CLUSTERS_DIR
log
Constructor and Description |
---|
DistanceMeasureCluster() |
DistanceMeasureCluster(Vector point,
int id,
DistanceMeasure measure) |
Modifier and Type | Method and Description |
---|---|
void |
configure(org.apache.hadoop.conf.Configuration job) |
String |
getIdentifier() |
DistanceMeasure |
getMeasure() |
double |
pdf(VectorWritable vw)
Return the probability that the observation is described by this model
|
void |
readFields(DataInput in) |
Model<VectorWritable> |
sampleFromPosterior() |
void |
setMeasure(DistanceMeasure measure) |
void |
write(DataOutput out) |
asFormatString, asJson, computeCentroid, computeParameters, createParameters, formatVector, formatVectorAsJson, getCenter, getId, getNumObservations, getParameters, getRadius, getS0, getS1, getS2, getTotalObservations, isConverged, observe, observe, observe, observe, observe, setCenter, setId, setNumObservations, setRadius, setS0, setS1, setS2, setTotalObservations
public DistanceMeasureCluster(Vector point, int id, DistanceMeasure measure)
public DistanceMeasureCluster()
public void configure(org.apache.hadoop.conf.Configuration job)
configure
in interface Parametered
configure
in class AbstractCluster
public void readFields(DataInput in) throws IOException
readFields
in interface org.apache.hadoop.io.Writable
readFields
in class AbstractCluster
IOException
public void write(DataOutput out) throws IOException
write
in interface org.apache.hadoop.io.Writable
write
in class AbstractCluster
IOException
public double pdf(VectorWritable vw)
Model
vw
- an Observation from the posteriorpublic Model<VectorWritable> sampleFromPosterior()
public DistanceMeasure getMeasure()
public void setMeasure(DistanceMeasure measure)
measure
- the measure to setpublic String getIdentifier()
getIdentifier
in class AbstractCluster
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