rdkit.ML.KNN.KNNClassificationModel.KNNClassificationModel

Package rdkit :: Package ML :: Package KNN :: Module KNNClassificationModel :: Class KNNClassificationModel |
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# Class KNNClassificationModel

source code

           object --+
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    KNNModel.KNNModel --+
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                       KNNClassificationModel

    This is used to represent a k-nearest neighbor classifier

Instance Methods | [hide private]
__init__(self, k, attrs, dfunc, radius=None) x.__init__(...) initializes x; see help(type(x)) for signature | source code
type(self) | source code
SetBadExamples(self, examples) | source code
GetBadExamples(self) | source code
NameModel(self, varNames) | source code
ClassifyExample(self, example, appendExamples=0, neighborList=None) Classify a an example by looking at its closest neighbors | source code
Inherited from `KNNModel.KNNModel`: `GetExamples`, `GetName`, `GetNeighbors`, `GetTestExamples`, `GetTrainingExamples`, `SetExamples`, `SetName`, `SetTestExamples`, `SetTrainingExamples` Inherited from `KNNModel.KNNModel` (private): `_setup` Inherited from `object`: `__delattr__`, `__format__`, `__getattribute__`, `__hash__`, `__new__`, `__reduce__`, `__reduce_ex__`, `__repr__`, `__setattr__`, `__sizeof__`, `__str__`, `__subclasshook__`

Properties | [hide private]
Inherited from `object`: `__class__`

Method Details | [hide private]

### __init__(self, k, attrs, dfunc, radius=None) (Constructor) | source code
    x.__init__(...) initializes x; see help(type(x)) for signature
Overrides: object.__init__ (inherited documentation)

### ClassifyExample(self, example, appendExamples=0, neighborList=None) | source code
    Classify a an example by looking at its closest neighbors

    The class assigned to this example is same as the class for the mojority of its
    _k neighbors

    **Arguments**

    - examples: the example to be classified

    - appendExamples: if this is nonzero then the example will be stored on this model

    - neighborList: if provided, will be used to return the list of neighbors

    **Returns**

      - the classification of _example_