Complexity / 2018 / Article / Tab 4

Research Article

Dynamic Prediction Research of Silicon Content in Hot Metal Driven by Big Data in Blast Furnace Smelting Process under Hadoop Cloud Platform

Table 4

Summarization of statistical results of [Si]% lifting dynamic prediction performance of three different algorithms.

Error rangeTime (ms)

Interpolation of SVM algorithm for serial Pegasos77.50%72.31%77.90%74.92%9,004,328
Parallel Pegasos solving SVM algorithm82.55%63.13%84.07%72.62%1,776,882
Parametric parallel Pegasos solving SVM algorithm92.2%85.47%86.33%85.90%1,710,788

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