Supervised machine learning: optimization framework and applications with SAS and R First Edition Kolosova
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Product details:
- ISBN-10 : 0367277328
- ISBN-13 : 9780367277321
- Author :
Table of contents:
1. Introduction to the AI Framework
2. Supervised Machine Learning and Its Deployment in SAS and R
3. Bootstrap Methods and Their Deployment in SAS and R
4. Outliers Detection and Its Deployment in SAS and R
5. Design of Experiments and Its Deployment in SAS and R
6. Introduction to the SAS- and R-Based Table-Driven Environment
7. Input Data Component
8. Design of Experiment for Machine Learning Component
9. “Contaminated” Training Datasets Component
10. Insurance Industry: Underwriters’ Decision-Making Process
11. Insurance Industry: Claims Modeling and Prediction
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