rdkit.ML.KNN.KNNClassificationModel module¶

Define the class _KNNClassificationModel_, used to represent a k-nearest neighbhors classification model

Inherits from _KNNModel_

class rdkit.ML.KNN.KNNClassificationModel.KNNClassificationModel(k, attrs, dfunc, radius=None)¶

This is used to represent a k-nearest neighbor classifier

ClassifyExample(example, appendExamples=0, neighborList=None)¶

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_