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. 2020 Dec 2;34(1):2–9. doi: 10.5152/TurkJOrthod.2020.20059

Table 2.

Performance metrics of the NBMs for the vertebral stage determination (70%–30% and 80%–20%)

Model no Vertebra stage 70%–30% 80%–20%


Precision Recall F1-score Precision Recall F1-score
NBM 1 Stage 1 (S1) 0.47 1.00 0.64 0.50 1.00 0.67
Stage 2 (S2) 0.09 0.05 0.06 0.00 0.00 0.00
Stage 3 (S3) 0.33 0.29 0.31 0.25 0.29 0.27
Stage 4 (S4) 1.00 0.62 0.76 1.00 0.54 0.70
Stage 5 (S5) 0.83 0.83 0.83 0.78 0.88 0.82
Stage 6 (S6) 0.90 0.90 0.90 0.92 0.86 0.89
NBM 1 accuracy 0.60 0.60
NBM 1 kappa 0.52 0.51
NBM 2 Stage 1 (S1) 0.47 1.00 0.64 0.50 1.00 0.67
Stage 2 (S2) 0.25 0.05 0.08 0.00 0.00 0.00
Stage 3 (S3) 0.61 0.79 0.69 0.55 0.86 0.67
Stage 4 (S4) 1.00 0.67 0.80 1.00 0.62 0.76
Stage 5 (S5) 0.83 0.83 0.83 0.78 0.88 0.82
Stage 6 (S6) 0.90 0.90 0.90 0.92 0.86 0.89
NBM 2 accuracy 0.68 0.67
NBM 2 kappa 0.61 0.60
NBM 3 Stage 1 (S1) 0.49 1.00 0.66 0.50 1.00 0.67
Stage 2 (S2) 0.10 0.05 0.06 0.00 0.00 0.00
Stage 3 (S3) 0.38 0.36 0.37 0.38 0.43 0.40
Stage 4 (S4) 0.93 0.62 0.74 1.00 0.62 0.76
Stage 5 (S5) 0.75 0.75 0.75 0.75 0.75 0.75
Stage 6 (S6) 0.90 0.90 0.90 0.86 0.86 0.86
NBM 3 accuracy 0.60 0.61
NBM 3 kappa 0.52 0.53
NBM 4 Stage 1 (S1) 0.48 0.63 0.55 0.53 0.60 0.56
Stage 2 (S2) 0.00 0.00 0.00 1.00 0.07 0.12
Stage 3 (S3) 0.26 0.57 0.36 0.15 0.43 0.22
Stage 4 (S4) 0.59 0.62 0.60 0.53 0.62 0.57
Stage 5 (S5) 0.50 0.08 0.14 0.50 0.12 0.20
Stage 6 (S6) 0.80 1.00 0.89 0.82 1.00 0.90
NBM 4 accuracy 0.50 0.50
NBM 4 kappa 0.40 0.40

NBM: Naive Bayes model