Table 5.

Sensitivity and specificity of tests measured on the integrated, imputed dataset using different imputation methods

	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