k-nearest-neighbour classifier.
If enabled, it stores the votes per class in the 'values' state after
calling predict().
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__init__(self,
k=2,
dfx=squared_euclidean_distance,
voting='weighted',
**kwargs)
Cheap initialization. |
source code
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getMajorityVote(self,
knn_ids)
Simple voting by choosing the majority of class neighbours. |
source code
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getWeightedVote(self,
knn_ids)
Vote with classes weighted by the number of samples per class. |
source code
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Inherited from base.Classifier :
getSensitivityAnalyzer ,
isTrained ,
predict ,
repredict ,
retrain ,
summary ,
train ,
trained
Inherited from misc.state.ClassWithCollections :
__getattribute__ ,
__new__ ,
__setattr__ ,
reset
Inherited from object :
__delattr__ ,
__format__ ,
__hash__ ,
__reduce__ ,
__reduce_ex__ ,
__sizeof__ ,
__subclasshook__
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