人工智能入门(三):机器学习问题的基本类型

时间:2022-10-26 05:47:14

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。