The top ten algorithms in data mining

分类(Classification)

  • C4.5
  • CART
  • K Nearest Neighbours KNN
  • Naive Bayes

统计学习(Statistical Learning)

  • SVM
  • EM

关联分析(Association Analysis)

  • Apriori
  • FP-Tree
  • PageRank
  • HITS

聚类(Clustering)

  • K-Means
  • BIRCH

袋装与推进(Bagging and Boosting)

  • AdaBoost

序列模式(Sequential Patterns)

  • GSP
  • PrefixSpan

集成挖掘(Integrated Mining)

  • CBA

粗糙集(Rough Sets)

  • Finding reduct

图挖掘(Graph Mining)

  • gSpan