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. 2016 Apr 11;16(4):520. doi: 10.3390/s16040520

Table 7.

Accuracy results of various feature extraction techniques and classification models for datasets in [55].

Class Accuracy Rate (%)
KELM SVM ELM KNN LDA QDA
Pseudomonas aeruginosa 100.00 100.00 80.00 100.00 100.00 100.00
Escherichia coli 100.00 100.00 100.00 100.00 100.00 90.00
Acinetobacter baumannii 100.00 100.00 90.00 90.00 90.00 100.00
Staphylococcu aureus 100.00 90.00 90.00 80.00 90.00 90.00
Staphylococcus epidermidis 100.00 100.00 100.00 100.00 100.00 100.00
Klebsiella pneumoniae 100.00 90.00 100.00 80.00 80.00 70.00
Streptococcus pyogenes 100.00 80.00 90.00 60.00 60.00 60.00
Average 100.00 94.29 92.86 87.14 88.57 87.14