Re-scale AdaBoost for attack detection in collaborative filtering recommender systems

LIBSVM

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.1K citations

Data Classification, Support Vector Machine, Classification Method +15

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 27.3K citations · Full text

Engineering, Machine Learning, Data Mining +13

A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting

Yoav Freund, Robert E. Schapire · Journal of Computer and System Sciences · 1997 · 19.8K citations

Mathematical Programming, Decision-theoretic Generalization, Engineering +13

Experiments with a new boosting algorithm

Yoav Freund, Robert E. Schapire · 1996 · 7.6K citations

Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation

David Powers · arXiv (Cornell University) · 2020 · 4.4K citations · Full text

Engineering, Machine Learning, Evaluation Measures +24