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Table 12 SPECTF example results

From: A hierarchical, fuzzy inference approach to data filtration and feature prioritization in the connected manufacturing enterprise

Model Number of features Classification accuracy Relative size Relative performance PSR
Original 44 0.8148 1 1 1
Filter #1 18 0.7407 0.4091 0.9091 2.2222
Final (keep best) 6 0.8703 0.1364 1.0681 7.8308
Final (drop worst) 10 0.8333 0.2273 1.0227 4.5