rdkit.ML.DecTree.SigTree.SigTreeNode

Package rdkit :: Package ML :: Package DecTree :: Module SigTree :: Class SigTreeNode |
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# Class SigTreeNode

source code

      Tree.TreeNode --+
                      |
    DecTree.DecTreeNode --+
                          |
                         SigTreeNode

Instance Methods | [hide private]
NameModel(self, *args, **kwargs) Set the names of each node in the tree from a list of variable names. | source code
ClassifyExample(self, example, appendExamples=0) Recursively classify an example by running it through the tree | source code
__init__(self, *args, **kwargs) constructor | source code
Inherited from `DecTree.DecTreeNode`: `AddChild`, `ClearExamples`, `GetBadExamples`, `GetExamples`, `GetTestExamples`, `GetTrainingExamples`, `SetBadExamples`, `SetExamples`, `SetTestExamples`, `SetTrainingExamples` Inherited from `Tree.TreeNode`: `AddChildNode`, `Destroy`, `GetChildren`, `GetData`, `GetLabel`, `GetLevel`, `GetName`, `GetParent`, `GetTerminal`, `NameTree`, `Pickle`, `Print`, `PruneChild`, `ReplaceChildIndex`, `SetData`, `SetLabel`, `SetLevel`, `SetName`, `SetParent`, `SetTerminal`, `__cmp__`, `__str__`

Method Details | [hide private]

### NameModel(self, *args, **kwargs) | source code
    Set the names of each node in the tree from a list of variable names.

    **Arguments**

      - varNames: a list of names to be assigned

    **Notes**

       1) this works its magic by recursively traversing all children

       2) The assumption is made here that the varNames list can be indexed
          by the labels of tree nodes
Overrides: Tree.TreeNode.NameTree (inherited documentation)

### ClassifyExample(self, example, appendExamples=0) | source code
    Recursively classify an example by running it through the tree

    **Arguments**

      - example: the example to be classified, a sequence at least
        2 long:
         ( id, sig )
        where sig is a BitVector (or something supporting __getitem__)
        additional fields will be ignored.

      - appendExamples: if this is nonzero then this node (and all children)
        will store the example

    **Returns**

      the classification of _example_
Overrides: DecTree.DecTreeNode.ClassifyExample

### __init__(self, *args, **kwargs) (Constructor) | source code
    constructor

    **Arguments**

      - parent: the parent of this node in the tree

      - name: the name of the node

      - label: the node's label (should be an integer)

      - data: an optional data field

      - level: an integer indicating the level of this node in the hierarchy
        (used for printing)

      - isTerminal: flags a node as being terminal.  This is useful for those
        times when it's useful to know such things.
Overrides: Tree.TreeNode.__init__ (inherited documentation)