حرفه ای: مشکل در پیاده سازی الگوریتم K-Means با زبان Scala

import scala.math._object KMeansObject {

  def main(args: Array[String]) : Unit = {



    val dataset = Array (2,4,10,12,3,20,30,11,25)

    val numberOfClusters = 2

var meanOfClusterOne = dataset(0)

    var meanOfClusterTwo = dataset(8)

    var clusterOne =new Array[Int](9)

    var clusterTwo =new Array[Int](9)

    



    var i = 0

var j = 0

var k = 0



for (i<-0 until  8 ){

      if (abs(dataset(i) - meanOfClusterOne) < abs(dataset(i)-meanOfClusterTwo)){

        clusterOne(j) += dataset(i)

        j = j+1



}else{

        clusterTwo(k) += dataset(i)

        k = k+1

}

    }

    clusterOne(j) += meanOfClusterOne

    clusterTwo(k) += meanOfClusterTwo



    println(s" new mean of cluster one: $meanOfClusterOne")



    println("dataset is:")

    dataset.foreach(s => print(s" $s"))

    println()

    println("Cluster One is:")

    clusterOne.foreach(s => print(s" $s"))

    println()

    println("Cluster Two is:")

    clusterTwo.foreach(s => print(s" $s"))

    println()

    println(s"mean of cluster one: $meanOfClusterOne")

    println(s"mean of cluster Two is: $meanOfClusterTwo")

    println("clusterOne length is:" + clusterOne.length)

    println("cluster Tow length is :" + clusterTwo.length)

    println("dataset length is: " + dataset.length)

  }

}