Top ten algorithms in data mining (2007) [pdf] | Hacker News.
The discussion below the link is also very good.
If you are curious, here are the 10 algorithms, and the paper is displayed below.
- C4.5
- k-Means
- SVM
- Apriori
- EM
- PageRank
- AdaBoost
- kNN
- Naive Bayes
- CART
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