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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