Machine learning:
Zhi-Hua Zhou
Machine learning: Zhi-Hua Zhou - Gateway East, Singapore Springer c2021 - xiii, 453p.: ill,; 25cm
includes index
Introduction -- Model selection and evaluation -- Linear model -- Decision tree -- Neural networks -- Support vector machine -- Bayes classifiers -- Ensemble learning -- Clustering -- Dimensionality reduction and metric learning -- Feature selection and spare learning -- Computational learning theory -- Semi-supervised learning -- Probabilistic graphical model -- Rule learning -- Reinforcement learning
9789811519697
QA76.73 .Z46 2021
Machine learning: Zhi-Hua Zhou - Gateway East, Singapore Springer c2021 - xiii, 453p.: ill,; 25cm
includes index
Introduction -- Model selection and evaluation -- Linear model -- Decision tree -- Neural networks -- Support vector machine -- Bayes classifiers -- Ensemble learning -- Clustering -- Dimensionality reduction and metric learning -- Feature selection and spare learning -- Computational learning theory -- Semi-supervised learning -- Probabilistic graphical model -- Rule learning -- Reinforcement learning
9789811519697
QA76.73 .Z46 2021