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. 2021 Jul 31;21(15):5207. doi: 10.3390/s21155207

Table 24.

Multi-class classification results of comparisons with existing literature.

Literature (Year)
(Cross-Validation)
Ga Dataset Acc (%) Ju Dataset Acc (%) Si Dataset Acc (%)
CO PD
Stage 2
PD
Stage 2.5
PD
Stage 3
CO PD
Stage 2
PD
Stage 2.5
PD
Stage 3
CO PD
Stage 2
PD
Stage 2.5
Zhao et al. (2018) [14] (10foldCV) 100 93.33 100 100 100 100 92.31 100 100 96.55 100
Proposed Method (10foldCV) 99.03 97.85 96.87 99 98.84 97.86 97.32 99.11 98.83 97.53 98.44