Table 2 Average RMSE of 100 simulations using the human atherothrombotic dataset for KNN-TN, KNN-CR and KNN-EU

6%/3%

50

sCAD

1.145 (0.047)

1.171 (0.046)

1.410 (0.052)

50

TYPE1

1.255 (0.054)

1.273 (0.053)

1.555 (0.057)

50

TYPE2

1.266 (0.051)

1.279 (0.050)

1.567 (0.055)

100

sCAD

1.083 (0.048)

1.109 (0.041)

1.403 (0.053)

100

TYPE1

1.183 (0.048)

1.199 (0.041)

1.531 (0.053)

100

TYPE2

1.183 (0.048)

1.191 (0.041)

1.531 (0.053)

10%/5%

50

sCAD

1.146 (0.045)

1.168 (0.045)

1.337 (0.050)

50

TYPE1

1.262 (0.059)

1.280 (0.057)

1.490 (0.059)

50

TYPE2

1.296 (0.048)

1.315 (0.047)

1.531 (0.051)

100

sCAD

1.075 (0.031)

1.095 (0.031)

1.330 (0.034)

100

TYPE1

1.171 (0.039)

1.189 (0.038)

1.460 (0.041)

100

TYPE2

1.189 (0.040)

1.207 (0.038)

1.490 (0.040)

20%/10%

50

sCAD

1.120 (0.049)

1.140 (0.049)

1.210 (0.047)

50

TYPE1

1.261 (0.061)

1.282 (0.061)

1.398 (0.059)

50

TYPE2

1.354 (0.058)

1.373 (0.058)

1.484 (0.054)

100

sCAD

1.033 (0.035)

1.053 (0.035)

1.198 (0.034)

100

TYPE1

1.153 (0.041)

1.176 (0.041)

1.372 (0.041)

100

TYPE2

1.246 (0.037)

1.266 (0.037)

1.451 (0.036)