Table 6:

Validate dataset design (CWRU data).

Dataset numberFault typeNumber of samples in the training setNumber of test set samplesProcess optimization participation sample
Dataset ANOR703015
Fault (ORF, IRF, RBF)(7,7,7)
Dataset BNOR70
Fault (ORF, IRF, RBF)(14,14,14)
Dataset CNOR70
Fault (ORF, IRF, RBF)(28,28,28)
Dataset numberFault typeNumber of samples in the training setNumber of test set samplesProcess optimization participation sample
Dataset ANOR703015
Fault (ORF, IRF, RBF)(7,7,7)
Dataset BNOR70
Fault (ORF, IRF, RBF)(14,14,14)
Dataset CNOR70
Fault (ORF, IRF, RBF)(28,28,28)
Table 6:

Validate dataset design (CWRU data).

Dataset numberFault typeNumber of samples in the training setNumber of test set samplesProcess optimization participation sample
Dataset ANOR703015
Fault (ORF, IRF, RBF)(7,7,7)
Dataset BNOR70
Fault (ORF, IRF, RBF)(14,14,14)
Dataset CNOR70
Fault (ORF, IRF, RBF)(28,28,28)
Dataset numberFault typeNumber of samples in the training setNumber of test set samplesProcess optimization participation sample
Dataset ANOR703015
Fault (ORF, IRF, RBF)(7,7,7)
Dataset BNOR70
Fault (ORF, IRF, RBF)(14,14,14)
Dataset CNOR70
Fault (ORF, IRF, RBF)(28,28,28)
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