Leakage | Oil film thickness | Pocket pressure | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Mean | Max | Min | Std | Mean | Max | Min | Std | Mean | Max | Min | Std | |
LR | 0.9710 | 0.9735 | 0.9684 | 0.0012 | 0.9840 | 0.9861 | 0.9820 | 0.0010 | 0.9379 | 0.9468 | 0.9266 | 0.0047 |
DT | 0.9953 | 0.9986 | 0.9892 | 0.0024 | 0.9747 | 0.9881 | 0.9591 | 0.0079 | 0.9557 | 0.9658 | 0.9480 | 0.0045 |
SVM | 0.9926 | 0.9948 | 0.9900 | 0.0014 | 0.9880 | 0.9939 | 0.9785 | 0.0043 | 0.9555 | 0.9668 | 0.9398 | 0.0071 |
NN | 0.9952 | 0.9975 | 0.9928 | 0.0011 | 0.9977 | 0.9987 | 0.9955 | 0.0009 | 0.9584 | 0.9684 | 0.9412 | 0.0074 |
DNN | 0.9952 | 0.9981 | 0.9917 | 0.0015 | 0.9991 | 1.0000 | 0.9964 | 0.0010 | 0.9567 | 0.9657 | 0.9412 | 0.0061 |