|
Classification
|
AUC
|
F1 score
|
ACC
|
|---|
|
(a) Classification results
|
|
Multiple sclerosis
|
.96
|
.85
|
.93
|
|
Melanoma
|
.97
|
.88
|
.93
|
|
HCC
|
.99
|
.93
|
.97
|
|
Bladder cancer
|
\(\sim 1\)
|
.97
|
.99
|
|
Classification
|
\(t_{\mu }\)
|
\(t_{\sigma }\)
|
\(t_M\)
|
|---|
|
(b) Imputation times
|
|
Multiple sclerosis
|
.008
|
.004
|
.102
|
|
Melanoma
|
.009
|
.006
|
.128
|
|
HCC
|
.273
|
.155
|
.922
|
|
Bladder cancer
|
.298
|
.161
|
1.15
|
- (a) Mean values over curves shown in Fig. 9a–c. (b) Mean (\(t_\mu\)), standard deviation (\(t_\sigma\)), and maximum (\(t_{\text {max}}\)) imputation times (in seconds) over all test patients. In table (a), \(\sim 1\) indicates that the AUC is strictly greater than .995
