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Top 10 data mining algorithms in plain English
This is a phenomenally useful ML/data-mining resource post -- 'the top 10 most influential data mining algorithms as voted on by 3 separate panels in [ICDM '06's] survey paper', but with a nice clear intro and description for each one. Here's the algorithms covered:
1. C4.5
2. k-means
3. Support vector machines
4. Apriori
5. EM
6. PageRank
7. AdaBoost
8. kNN
9. Naive Bayes
10. CART
svm  k-means  c4.5  apriori  em  pagerank  adaboost  knn  naive-bayes  cart  ml  data-mining  machine-learning  papers  algorithms  unsupervised  supervised 
may 2015 by jm

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