CART data mining algorithm

CART data mining algorithm in plain English

The CART data mining algorithm is part of a longer article about many more data mining algorithms. CART stands for classification and regression trees.  It is a decision tree learning technique that outputs either classification or regression trees. Like C4.5, CART …

Naive Bayes data mining algorithm

Naive Bayes data mining algorithm in plain English

The Naive Bayes data mining algorithm is part of a longer article about many more data mining algorithms. Naive Bayes is not a single algorithm, but a family of classification algorithms that share one common assumption: Every feature of the …

AdaBoost data mining algorithm

AdaBoost data mining algorithm in plain English

The AdaBoost data mining algorithm is part of a longer article about many more data mining algorithms. AdaBoost is a boosting algorithm which constructs a classifier. As you probably remember, a classifier takes a bunch of data and attempts to …

PageRank data mining algorithm

PageRank data mining algorithm in plain English

The PageRank data mining algorithm is part of a longer article about many more data mining algorithms. PageRank is a link analysis algorithm designed to determine the relative importance of some object linked within a network of objects. It’s a type …

Apriori Data Mining Algorithm

Apriori data mining algorithm in plain English

The Apriori data mining algorithm is part of a longer article about many more data mining algorithms. The Apriori algorithm learns association rules and is applied to a database containing a large number of transactions. Association rule learning is a …