Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Support Vector Machine in Chemistry

Support Vector Machine in Chemistry

Chen, Nianyi
Lu, Wencong
Yang, Jie

Hardcover

Technology & EngineeringChemistry

ISBN10: 9812389229
ISBN13: 9789812389220
Publisher: World Scientific Pub Co Inc
Published: Aug 25 2004
Pages: 344
Weight: 1.30
Height: 0.90 Width: 6.20 Depth: 8.90
Language: English
In recent years, the support vector machine (SVM), a new data processing method, has been applied to many fields of chemistry and chemical technology. Compared with some other data processing methods, SVM is especially suitable for solving problems of small sample size, with superior prediction performance. SVM is fast becoming a powerful tool of chemometrics. This book provides a systematic approach to the principles and algorithms of SVM, and demonstrates the application examples of SVM in QSAR/QSPR work, materials and experimental design, phase diagram prediction, modeling for the optimal control of chemical industry, and other branches in chemistry and chemical technology.

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