class
KMeans[T] extends AnyRef
Instance Constructors
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new
KMeans(k: Int, tolerance: Double = 1.0E-4)(implicit space: MutableInnerProductSpace[T, Double])
Type Members
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case class
State(means: IndexedSeq[T], error: Double, previousError: Double = scala.Double.PositiveInfinity) extends Product with Serializable
Value Members
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final
def
!=(arg0: AnyRef): Boolean
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final
def
!=(arg0: Any): Boolean
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final
def
##(): Int
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final
def
==(arg0: AnyRef): Boolean
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final
def
==(arg0: Any): Boolean
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final
def
asInstanceOf[T0]: T0
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def
clone(): AnyRef
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def
cluster(points: IndexedSeq[T]): State
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final
def
eq(arg0: AnyRef): Boolean
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def
equals(arg0: Any): Boolean
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def
finalize(): Unit
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final
def
getClass(): Class[_]
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def
hashCode(): Int
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final
def
isInstanceOf[T0]: Boolean
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def
iterates(points: IndexedSeq[T]): Iterator[State]
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final
def
ne(arg0: AnyRef): Boolean
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final
def
notify(): Unit
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final
def
notifyAll(): Unit
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final
def
synchronized[T0](arg0: ⇒ T0): T0
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def
toString(): String
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final
def
wait(): Unit
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final
def
wait(arg0: Long, arg1: Int): Unit
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final
def
wait(arg0: Long): Unit
Inherited from AnyRef
Inherited from Any
Implements the KMeans++ algorithm for clustering points in a normed space.