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Support Vector Machines and Evolutionary Algorithms for Classification - Single or Together? (Paperback, Softcover reprint of the original 1st ed. 2014)
Loot Price: R3,389
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Support Vector Machines and Evolutionary Algorithms for Classification - Single or Together? (Paperback, Softcover reprint of the original 1st ed. 2014)
Series: Intelligent Systems Reference Library, 69
Expected to ship within 10 - 15 working days
|
When discussing classification, support vector machines are known
to be a capable and efficient technique to learn and predict with
high accuracy within a quick time frame. Yet, their black box means
to do so make the practical users quite circumspect about relying
on it, without much understanding of the how and why of its
predictions. The question raised in this book is how can this
‘masked hero’ be made more comprehensible and friendly to the
public: provide a surrogate model for its hidden optimization
engine, replace the method completely or appoint a more friendly
approach to tag along and offer the much desired explanations?
Evolutionary algorithms can do all these and this book presents
such possibilities of achieving high accuracy, comprehensibility,
reasonable runtime as well as unconstrained performance.
General
| Imprint: |
Springer International Publishing AG
|
| Country of origin: |
Switzerland |
| Series: |
Intelligent Systems Reference Library, 69 |
| Release date: |
September 2016 |
| First published: |
2014 |
| Authors: |
Catalin Stoean
• Ruxandra Stoean
|
| Dimensions: |
235 x 155 x 8mm (L x W x T) |
| Format: |
Paperback
|
| Pages: |
122 |
| Edition: |
Softcover reprint of the original 1st ed. 2014 |
| ISBN-13: |
978-3-319-38243-2 |
| Categories: |
Books >
Computing & IT >
General
Promotions
|
| LSN: |
3-319-38243-8 |
| Barcode: |
9783319382432 |
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