The effect of activation functions on accuracy, convergence speed, and misclassification confidence in CNN text classification : a comprehensive exploration
| Document Type: | Article (peer-reviewed) |
|---|---|
| Author: | Rebecca H. Emanuel, Paul D. DochertyORCiDGND, Helen Lunt, Knut MöllerORCiDGND |
| DOI: | https://doi.org/10.1007/s11227-023-05441-7 |
| ISSN: | 1573-0484 |
| Parent Title (English): | The Journal of Supercomputing |
| Language: | English |
| Year of Completion: | 2024 |
| Release Date: | 2023/12/19 |
| Tag: | Activation functions; Convolutional neural networks; Machine learning; Text classification |
| Volume: | 80.2024 |
| Issue: | 1 |
| First Page: | 292 |
| Last Page: | 312 |
| Open-Access-Status: | Open Access |
| Hybrid | |
| Licence (German): |  Creative Commons - CC BY - Namensnennung 4.0 International |