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. 2018 Dec 14;18(12):4436. doi: 10.3390/s18124436

Table 3.

PEL results of different models.

0-Level (Excellent) 1-Level (Good) 2-Level (Moderate) 3-Level (Poor) 4-Level (Bad) 5-Level (Very Bad)
BPNN 62.03% 25.92% 8.42% 2.97% 0.53% 0.13%
SVM 72.87% 23.97% 1.87% 0.69% 0.40% 0.21%
DT 60.42% 21.24% 10.10% 4.85% 2.24% 1.16%
LSTM 81.18% 15.40% 2.92% 0.37% 0.13% 0