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Rule Based Machine Learning

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Decision tree learning
ID3 algorithm
C4.5 algorithm
CHAID
Random forest
Gradient boosting
Association rule learning
Apriori algorithm
Sequential pattern mining
Bayesian network
Naive Bayes classifier