Stock Index Prediction Based on the Analytical Center of Version Space

Fan Zai ZENG;Zheng Ding QIU

Systems Engineering - Theory & Practice ›› 2004, Vol. 24 ›› Issue (11) : 45-48.

PDF(181 KB)
PDF(181 KB)
Systems Engineering - Theory & Practice ›› 2004, Vol. 24 ›› Issue (11) : 45-48. DOI: 10.12011/1000-6788(2004)11-45
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Stock Index Prediction Based on the Analytical Center of Version Space

  • Fan Zai ZENG,Zheng Ding QIU
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Abstract

We attempt to transform predicting the value into predicting the range of stock index value, which yields a multi-class classification problem. Then we review multi-class classifiers commonly adopted and propose a multi-class classifier based on analytical center of version space. Experiments on shanghai stock index demonstrates that the multi-class classifier is validated and the method proposed of stock index prediction of practical value.

Key words

Stock Index Time Series / Prediction / Analytical Center / Multi-class Classification

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Fan Zai ZENG , Zheng Ding QIU. Stock Index Prediction Based on the Analytical Center of Version Space. Systems Engineering - Theory & Practice, 2004, 24(11): 45-48 https://doi.org/10.12011/1000-6788(2004)11-45
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