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portada Machine Learning
Type
Physical Book
Author
Translated by
Publisher
Language
English
Pages
459
Format
Paperback
Dimensions
24.4 x 17.0 x 2.4 cm
Weight
0.75 kg.
ISBN13
9789811519697
Categories

Machine Learning

Zhi-Hua Zhou (Author) · Shaowu Liu (Translated by) · Springer · Paperback

Machine Learning - Zhou, Zhi-Hua ; Liu, Shaowu

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Synopsis "Machine Learning "

1 Introduction.- 2 Model Selection and Evaluation.- 3 Linear Models.- 4 Decision Trees.- 5 Neural Networks.- 6 Support Vector Machine.- 7 Bayes Classifiers.- 8 Ensemble Learning.- 9 Clustering.- 10 Dimensionality Reduction and Metric Learning.- 11 Feature Selection and Sparse Learning.- 12 Computational Learning Theory.- 13 Semi-Supervised Learning.- 14 Probabilistic Graphical Models.- 15 Rule Learning.- 16 Reinforcement Learning.

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