Gradient boosting machines, a tutorial

• Main Authors: Natekin, A, Knoll, A
• Other Authors: MECHANICAL ENGINEERING
• Format: Article
• Published: 2020
• Subjects: adaboost loss function; article; classification algorithm; conceptual framework; custom base learner function; decision tree; electromyogram; electromyograph electrode; explanatory variable; gradient boosting machine learning; human; learning algorithm; linear regression analysis; logistic regression analysis; loss function; machine learning; Markov random field; mathematical parameters; methodology; pattern recognition; physical activity; random forest; response variable; robotics; smooth model; statistical model; support vector machine; wavelet analysis
• Online Access: https://scholarbank.nus.edu.sg/handle/10635/181584
• Institution: National University of Singapore

10.3389/fnbot.2013.00021