Supervised imputation | Unsupervised imputation | |||
---|---|---|---|---|
Sensitivity, % | Specificity, % | Sensitivity, % | Specificity, % | |
3NN | ||||
Cytology | 44.94 | 96.35 | 44.94 | 96.35 |
NMP22 | 41.57 | 88.82 | 41.57 | 88.94 |
FISH | 32.58 | 85.24 | 38.20 | 85.95 |
Cxbladder Detect | 80.90 | 82.12 | 77.53 | 79.76 |
5NN | ||||
Cytology | 44.94 | 96.35 | 44.94 | 96.35 |
NMP22 | 43.82 | 90.26 | 39.33 | 90.24 |
FISH | 29.21 | 91.90 | 31.46 | 91.55 |
Cxbladder Detect | 80.90 | 83.80 | 77.53 | 80.47 |
10NN | ||||
Cytology | 44.94 | 96.49 | 44.94 | 96.35 |
NMP22 | 43.82 | 90.59 | 39.33 | 90.35 |
FISH | 29.21 | 91.07 | 23.60 | 90.00 |
Cxbladder Detect | 80.90 | 85.53 | 78.65 | 82.59 |
MLR | ||||
Cytology | 44.94 | 96.35 | 44.94 | 96.56 |
NMP22 | 42.70 | 90.82 | 39.33 | 90.82 |
FISH | 47.19 | 93.69 | 47.19 | 93.33 |
Cxbladder Detect | 80.90 | 77.29 | 77.53 | 84.71 |
MLP | ||||
Cytology | 44.94 | 96.35 | 44.94 | 96.35 |
NMP22 | 39.33 | 90.82 | 39.33 | 90.82 |
FISH | 49.44 | 93.81 | 47.19 | 93.33 |
Cxbladder Detect | 78.65 | 85.18 | 77.53 | 84.71 |