[Read ebook] Astonishing Legends Interpretability of Computational Intelligence-Based Regression Models (SpringerBriefs in Computer Science)
• Tamás Kenesei, János Abonyi •
| #9429467 in Books | 2015-10-23 | 2015-11-16 | Original language:English | PDF # 1 | 9.25 x.22 x6.10l,.45 | File Name: 3319219413 | 82 pages
||From the Back Cover||The key idea of this book is that hinging hyperplanes, neural networks and support vector machines can be transformed into fuzzy models, and interpretability of the resulting rule-based systems can be ensured by special model reduction and
The key idea of this book is that hinging hyperplanes, neural networks and support vector machines can be transformed into fuzzy models, and interpretability of the resulting rule-based systems can be ensured by special model reduction and visualization techniques. The first part of the book deals with the identification of hinging hyperplane-based regression trees. The next part deals with the validation, visualization and structural reduction of neural networks bas...
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