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人工智慧入門(三):機器學習問題的基本型別

1:concept learning:version space,decision tree等;

2:rule learning:If-then rules, association rules, genetic programming等;

3. instance-based learning(k-means, knn),clustering等;

4:numerical approaches: ANNs , SVM,computational learning等;

5: probabilistic approaches :bayesian learning等;

6:ensembling:bagging,boosting,stacking等,combining classifiers;

8: reinforcement learning。