pátek 28. prosince 2012

Which classifiers can deal with XOR

Machine learning scientists generally dislike XOR problem because not all algorithms can deal with it:
Classifier Precision [%]
k-nn 100
Naive-Bayes 50
Classification Tree 100
Random Forest 100
Multi Layer Perceptron 100
Neural Net 100
Logistic Regression 50
SVM 100
Vote (with NB) 50
Bagging (with NB) 100
AdaBoost (with NB) 50
Bayesian Boosting (with NB) 50
Stacking (with NB) 50

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