Machine Learning

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Databases General Computers Probability & Statistics

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ISBN10: 9811519692
ISBN13: 9789811519697
Publisher: Springer
Published: Aug 22 2022
Pages: 459
Weight: 1.65
Height: 0.95 Width: 6.69 Depth: 9.61
Language: English

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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