Comparative assessment of feature selection and classification techniques for visual inspection of pot plant seedlings

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Approximation by superpositions of a sigmoidal function

George Cybenko · Mathematics of Control Signals and Systems · 1989 · 13.7K citations

Computing, Computer Science, Machine Learning +5

An empirical comparison of supervised learning algorithms

Rich Caruana, Alexandru Niculescu-Mizil · 2006 · 2.7K citations

Computing, Computer Science, Data Science +17

Practical selection of SVM parameters and noise estimation for SVM regression

Vladimir Cherkassky, Yunqian Ma · Neural Networks · 2003 · 2K citations

Computing, Computer Science, Data Science +17

A Beginner's Guide to Partial Least Squares Analysis

Michael Haenlein, Andreas Kaplan · Understanding Statistics · 2004 · 1.7K citations

Business, Educational Measurement, Measurement Invariance +7