Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
A comparison of the prediction accuracy of different prediction models using the HNSC dataset.
| Methods | Performance measures | |||
|---|---|---|---|---|
| ACC (%) | SEN (%) | SPE (%) | F1-score (%) | |
| DBN | 71.84 | 72.72 | 48.73 | 67.27 |
| WE-DBN | 62.16 | 67.64 | 47.06 | 65.29 |
| DBN-ELM | 64.87 | 76.62 | 43.77 | 66.74 |
| DBN-ELM-BP | 89.68 | 87.44 | 58.63 | 73.70 |
| DNN | 70.65 | 65.80 | 62.03 | 81.67 |
| Google net | 76.31 | 69.44 | 69.37 | 68.38 |
| ResNet | 69.05 | 62.36 | 53.20 | 72.63 |
Bold values indicate the appropriate values in each column of the table.
