Data mining algorithms series directory

18 large DM algorithm

Package names	Directory name	Algorithm name
AssociationAnalysis	DataMining_Apriori	Apriori- association rule mining algorithm
AssociationAnalysis	DataMining_FPTree	FPTree- frequent pattern tree algorithm
BaggingAndBoosting	DataMining_AdaBoost	AdaBoost- bagging lifting scheme
Classification	DataMining_CART	CART- classification and regression tree algorithm
Classification	DataMining_ID3	ID3- decision tree classification algorithm
Classification	DataMining_KNN	KNN-k-nearest neighbor algorithm tools
Classification	DataMining_NaiveBayes	NaiveBayes- Naive Bayes algorithm
Clustering	DataMining_BIRCH	BIRCH- hierarchical clustering algorithm
Clustering	DataMining_KMeans	KMeans-K-means algorithm
GraphMining	DataMining_GSpan	GSpan- frequent graph mining algorithms
IntegratedMining	DataMining_CBA	CBA- classification algorithm based on association rules
LinkMining	DataMining_HITS	HITS- link analysis algorithm
LinkMining	DataMining_PageRank	The importance of web PageRank- / ranking algorithm
RoughSets	DataMining_RoughSets	RoughSets- rough set attribute reduction algorithm
SequentialPatterns	DataMining_GSP	GSP- sequential pattern analysis algorithm
SequentialPatterns	DataMining_PrefixSpan	PrefixSpan- sequential pattern analysis algorithm
StatisticalLearning	DataMining_EM	EM- expectation maximization algorithm
StatisticalLearning	DataMining_SVM	SVM- support vector machine algorithm

Other classical DM algorithms

Package names	Directory name	Algorithm name
Others	DataMining_ACO	ACO- ant colony algorithm
Others	DataMining_BayesNetwork	BayesNetwork- Bayesian Network Algorithm
Others	DataMining_CABDDCC	CABDDCC- split clustering algorithm based on a connected graph
Others	DataMining_Chameleon	Chameleon- two-stage merger clustering algorithm
Others	DataMining_DBSCAN	DBSCAN- density-based clustering algorithm
Others	DataMining_GA	GA- Genetic Algorithms
Others	DataMining_GA_Maze	GA_Maze- genetic algorithm algorithm in Maze game
Others	DataMining_KDTree	KDTree-k dimensional space data retrieval key algorithm tools
Others	DataMining_MSApriori	MSApriori- Apriori algorithm based on Multiple Supports
Others	DataMining_RandomForest	RandomForest- Random Forest algorithm
Others	DataMining_TAN	TAN- tree Naive Bayes algorithm
Others	DataMining_Viterbi	Viterbi- Viterbi algorithm