Complexity / 2018 / Article / Tab 3

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 3

Statistical table of dynamic prediction of the [Si]% value of three different algorithms.

Error rangeSVM algorithm for the serial Pegasos solverThe parallel SVM algorithm for PegasosSVM algorithm for the structural parallel Pegasos solver
Hit rateThe cumulative hit rateHit rateThe cumulative hit rateHit rateThe cumulative hit rate

33.2%33.2%30.1%30.1%32.9%32.9%
17.1%50.3%16.5%46.6%18.4%51.3%
18.4%68.7%11.7%58.3%14.2%65.5%
14.1%82.8%15.6%73.9%11.3%76.8%
2.5%85.3%10.4%84.3%7.4%84.2%
3.1%88.4%3.0%87.3%7.0%91.2%
11.6%100%12.7%100%8.8%100%
Time (ms)105032926 (order of magnitude 109)1921829 (order of magnitude 107)1928397 (order of magnitude 107)

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