ml.combust.bundle.tree.decision

NodeWrapper

trait NodeWrapper[N] extends AnyRef

Type class for decision-tree node-like objects.

This type class is used to convert decision tree nodes into the appropriate Bundle.ML node representations for serializing and deserializing.

N

node type that can be serialized to Bundle.ML

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Abstract Value Members

  1. abstract def internal(node: InternalNode, left: N, right: N): N

    Create an internal node from a Bundle.

    Create an internal node from a Bundle.ML internal node.

    node

    Bundle.ML internal node

    left

    left child of internal node

    right

    right child of internal node

    returns

    internal node

  2. abstract def isInternal(node: N): Boolean

    Whether or not node is internal.

    Whether or not node is internal.

    node

    decision tree node

    returns

    true if internal node, false otherwise

  3. abstract def leaf(node: LeafNode, withImpurities: Boolean): N

    Create a leaf node from a Bundle.

    Create a leaf node from a Bundle.ML leaf node.

    node

    Bundle.ML leaf node

    withImpurities

    whether to include impurities in leaf nodes

    returns

    leaf node

  4. abstract def left(node: N): N

    Get the left node for an internal node.

    Get the left node for an internal node.

    node

    internal decision tree node

    returns

    left child of the node

  5. abstract def node(node: N, withImpurities: Boolean): Node

    Convert node to the Bundle.

    Convert node to the Bundle.ML node for serialization.

    node

    node to convert

    withImpurities

    flag to include impurities or not

    returns

    Bundle.ML node

  6. abstract def right(node: N): N

    Get the right child for an internal node.

    Get the right child for an internal node.

    node

    internal decision tree node

    returns

    right child of the node

Concrete Value Members

  1. final def !=(arg0: AnyRef): Boolean

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  2. final def !=(arg0: Any): Boolean

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  3. final def ##(): Int

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  4. final def ==(arg0: AnyRef): Boolean

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  10. def finalize(): Unit

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  11. final def getClass(): Class[_]

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  12. def hashCode(): Int

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  13. final def isInstanceOf[T0]: Boolean

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  14. def isLeaf(node: N): Boolean

    Whether or not node is a leaf node.

    Whether or not node is a leaf node.

    node

    decision tree node

    returns

    true if leaf, false otherwise

  15. final def ne(arg0: AnyRef): Boolean

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  16. final def notify(): Unit

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  19. def toString(): String

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  21. final def wait(arg0: Long, arg1: Int): Unit

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  22. final def wait(arg0: Long): Unit

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