From: Secure tumor classification by shallow neural network using homomorphic encryption
Threshold of the model size | dcn | kvar | Filtered genes | microAUC | Accuracy | |
---|---|---|---|---|---|---|
CN | Variants | |||||
512 | 0.17 | 60 | 243 | 265 | 0.98179 | 0.83321 |
1024 | 0.13 | 90 | 358 | 404 | 0.98523 | 0.84317 |
2048 | 0.08 | 270 | 709 | 1198 | 0.98625 | 0.86827 |
4096 | 0.08 | 550 | 709 | 2364 | 0.98704 | 0.86974 |