class KMeansClustering_F extends Clusterer
The KMeansClustering_F
class provides a simple form of k-means clustering
that simply smoothes the data and then appliers KMeansClustering
.
- Alphabetic
- By Inheritance
- KMeansClustering_F
- Clusterer
- AnyRef
- Any
- Hide All
- Show All
- Public
- All
Instance Constructors
Value Members
-
final
def
!=(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
-
final
def
##(): Int
- Definition Classes
- AnyRef → Any
-
final
def
==(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
-
final
def
asInstanceOf[T0]: T0
- Definition Classes
- Any
-
def
classify(y: VectorD): Int
Given a new point/vector 'y', determine which cluster it belongs to, i.e., the cluster whose centroid it is closest to.
Given a new point/vector 'y', determine which cluster it belongs to, i.e., the cluster whose centroid it is closest to.
- y
the vector to classify
- Definition Classes
- KMeansClustering_F → Clusterer
-
def
clone(): AnyRef
- Attributes
- protected[java.lang]
- Definition Classes
- AnyRef
- Annotations
- @throws( ... )
-
def
cluster(): Array[Int]
Create 'k' clusters consisting of points/rows that are closest to each other.
Create 'k' clusters consisting of points/rows that are closest to each other.
- Definition Classes
- KMeansClustering_F → Clusterer
-
final
def
eq(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
-
def
equals(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
-
def
finalize(): Unit
- Attributes
- protected[java.lang]
- Definition Classes
- AnyRef
- Annotations
- @throws( classOf[java.lang.Throwable] )
-
final
def
getClass(): Class[_]
- Definition Classes
- AnyRef → Any
-
def
getName(i: Int): String
Get the name of the i-th cluster.
Get the name of the i-th cluster.
- Definition Classes
- Clusterer
-
def
hashCode(): Int
- Definition Classes
- AnyRef → Any
-
final
def
isInstanceOf[T0]: Boolean
- Definition Classes
- Any
-
def
name_(n: Array[String]): Unit
Set the names for the clusters.
-
final
def
ne(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
-
final
def
notify(): Unit
- Definition Classes
- AnyRef
-
final
def
notifyAll(): Unit
- Definition Classes
- AnyRef
-
final
def
synchronized[T0](arg0: ⇒ T0): T0
- Definition Classes
- AnyRef
-
def
toString(): String
- Definition Classes
- AnyRef → Any
-
final
def
wait(): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws( ... )
-
final
def
wait(arg0: Long, arg1: Int): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws( ... )
-
final
def
wait(arg0: Long): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws( ... )