From: Architectures and accuracy of artificial neural network for disease classification from omics data
Test1 | Test2 | Test3 | Test4 | Test5 | |
---|---|---|---|---|---|
MLR | 0.29 | 0.27 | 0.27 | 0.28 | 0.28 |
LDA | 0.03 | 0.01 | 0.01 | 0.01 | 0.02 |
NB | 0.11 | 0.09 | 0.09 | 0.11 | 0.11 |
SVM | 0.05 | 0.05 | 0.05 | 0.05 | 0.05 |
RF | 0.64 | 0.65 | 0.73 | 0.65 | 0.64 |
CNN_3L | 194.19 | 195.25 | 196.53 | 192.28 | 212.15 |
MLP_1L | 144.70 | 145.76 | 144.53 | 139.73 | 173.07 |
MLP_2L | 155.72 | 154.83 | 154.75 | 151.88 | 171.06 |
MLP_3L | 169.61 | 170.42 | 178.89 | 166.91 | 169.39 |
MLP_4L | 169.83 | 172.26 | 179.52 | 167.61 | 172.89 |