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Fix typos in README.md #28

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Fix typos in README.md #28

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8 changes: 4 additions & 4 deletions README.md
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Expand Up @@ -32,16 +32,16 @@ hector-cv.go will help you test one algorithm by cross validation in some datase
Here, Method include

1. lr : logistic regression with SGD and L2 regularization.
2. ftrl : FTRL-proximal logistic regreesion with L1 regularization. Please review this paper for more details "Ad Click Prediction: a View from the Trenches".
2. ftrl : FTRL-proximal logistic regression with L1 regularization. Please review this paper for more details "Ad Click Prediction: a View from the Trenches".
3. ep : bayesian logistic regression with expectation propagation. Please review this paper for more details "Web-Scale Bayesian Click-Through Rate Prediction for Sponsored Search Advertising in Microsoft’s Bing Search Engine"
4. fm : factorization machine
5. cart : classifiaction tree
5. cart : classification tree
6. cart-regression : regression tree
7. rf : random forest
8. rdt : random decision trees
9. gbdt : gradient boosting decisio tree
9. gbdt : gradient boosting decision tree
10. linear-svm : linear svm with L1 regularization
11. svm : svm optimizaed by SMO (current, its linear svm)
11. svm : svm optimized by SMO (current, its linear svm)
12. l1vm : vector machine with L1 regularization by RBF kernel
13. knn : k-nearest neighbor classification

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