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