| ชื่อเรื่อง | : | Performance analysis of statistical classifier SMO with other data mining classifiers |
| นักวิจัย | : | Ali, Shawkat. |
| คำค้น | : | Support vector machines. , Applied research. , 890202 Application Tools and System Utilities. , 080108 Neural, Evolutionary and Fuzzy Computation. , 970108 Expanding Knowledge in the Information and Computing Sciences. , Data mining. , Computer science. , SMO -- Data mining |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2546 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/56812 |
| ที่มา | : | Ali, S 2003, 'Performance Analysis of Statistical Classifier SMO with other Data Mining Classifiers', in JM Benitez, O Cordon, F Hoffmann, & R Roy (eds), Advances in Soft Computing - Engineering Design and Manufacturing, Springer, Europe. |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | Advances in soft computing : engineering design and manufacturing / Jose Manuel Benítez ... [et al.]. London, UK : Springer, 2003. Chapter 5, p. 205-211 685 pages 36 chapters 9781852337551 1852337559 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository. |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | Seven classifiers are compared on sixteen quite different, standard and extensively used datasets in tenns of classification error rates and computational times. It is found that the average error rates for a majority of the classifiers are closes with each other but the computational times of the classifiers differ over a wide range. The statistical classifier Sequential Minimal Optimization (SMO) based on Support Vector Machine has the lowest average error rate and computationally it is faster than four classifiers but slightly expensive than other two classifiers. |
| บรรณานุกรม | : |
Ali, Shawkat. . (2546). Performance analysis of statistical classifier SMO with other data mining classifiers.
กรุงเทพมหานคร : Central Queensland University, Australia. Ali, Shawkat. . 2546. "Performance analysis of statistical classifier SMO with other data mining classifiers".
กรุงเทพมหานคร : Central Queensland University, Australia. Ali, Shawkat. . "Performance analysis of statistical classifier SMO with other data mining classifiers."
กรุงเทพมหานคร : Central Queensland University, Australia, 2546. Print. Ali, Shawkat. . Performance analysis of statistical classifier SMO with other data mining classifiers. กรุงเทพมหานคร : Central Queensland University, Australia; 2546.
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