Analyzing the presence of noise in multi-class problems: alleviating its influence with the One-vs-One decomposition

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

Statistical Learning Theory

Yuhai Wu, Vladimir Vapnik · Technometrics · 1999 · 26.9K citations

Generalization Theory, Engineering, Machine Learning +10

The WEKA data mining software

Mark Hall, Eibe Frank, Geoffrey Holmes et al. · ACM SIGKDD Explorations Newsletter · 2009 · 17.8K citations

Engineering, Pattern Mining, Text Mining +16

Induction of Decision Trees

J. R. Quinlan · Machine Learning · 1986 · 14.5K citations · Full text

Engineering, Machine Learning, Data Science +7

Induction of decision trees

J. R. Quinlan · Machine Learning · 1986 · 12.3K citations · Full text

Engineering, Machine Learning, Data Science +7