adekunleba

//Extracting Values from Optional in Scala
//a. This works well if you have a defined value for your else
val value = Some("Data")
value.getOrElse("No Value")

//b Using match you can extract the value and do anything you want with it
value match {
  case Some(i) => println(s"There is a value $i")
  case _ => println("There is nothing in value")
}

adekunleba

import math._

object DistanceMetrics {
  /**
    * distance method helps get the Euclidean Distance between two vectors
    * Euclidean Distance tests the space betweeen two Vectors and the result is
    * between 0 and 2 where:
    * 0 means the space between them is 0
    * 2 meanns the space between the two vector is at maximum
    * @param xs