Packages

  • package root
    Definition Classes
    root
  • package scalation
    Definition Classes
    root
  • package analytics

    The analytics package contains classes, traits and objects for analytics including clustering and prediction.

    The analytics package contains classes, traits and objects for analytics including clustering and prediction.

    Definition Classes
    scalation
  • package classifier

    The analytics package contains classes, traits and objects for analytics focused on classification.

    The analytics package contains classes, traits and objects for analytics focused on classification.

    Definition Classes
    analytics
  • class DecisionTreeID3 extends ClassifierInt

    The DecisionTreeID3 class implements a Decision Tree classifier using the ID3 algorithm.

    The DecisionTreeID3 class implements a Decision Tree classifier using the ID3 algorithm. The classifier is trained using a data matrix 'x' and a classification vector 'y'. Each data vector in the matrix is classified into one of 'k' classes numbered '0, ..., k-1'. Each column in the matrix represents a feature (e.g., Humidity). The 'vc' array gives the number of distinct values per feature (e.g., 2 for Humidity).

    Definition Classes
    classifier
  • FeatureNode
  • LeafNode
  • Node

case class FeatureNode(f: Int, branches: HashMap[Int, Node]) extends Node with Product with Serializable

Linear Supertypes
Serializable, Serializable, Product, Equals, Node, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. FeatureNode
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. Node
  7. AnyRef
  8. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new FeatureNode(f: Int, branches: HashMap[Int, Node])

Value Members

  1. val branches: HashMap[Int, Node]
  2. val f: Int