public class SMOTEplus
extends java.lang.Object
Modifier and Type | Field and Description |
---|---|
protected |
instanceFeatureCount |
protected |
interInstanceDistance |
protected java.util.List< |
minorityInsts |
protected int |
numOfNearestNeighbors |
protected java.util.List< |
syntheticInsts |
Constructor and Description |
---|
SMOTEplus(int numNeighbors) |
Modifier and Type | Method and Description |
---|---|
void |
addInstance( |
private double |
calculateDistance( |
private |
generateInstance( |
java.lang.String |
getFeatureName(Feature feature) |
java.lang.Iterable< |
populateMinorityClass() |
protected java.util.List<> minorityInsts
protectedinstanceFeatureCount
protectedinterInstanceDistance
protected java.util.List<> syntheticInsts
protected final int numOfNearestNeighbors
public java.lang.Iterable<> populateMinorityClass()
privategenerateInstance( aMinorityInst, nearestNeighbor)
private double calculateDistance(instA, instB)
public java.lang.String getFeatureName(Feature feature)
public void addInstance(minorityInst)