elmNN: Implementation of ELM (Extreme Learning Machine ) algorithm for
SLFN ( Single Hidden Layer Feedforward Neural Networks )
Training and predict functions for SLFN ( Single
Hidden-layer Feedforward Neural Networks ) using the ELM
algorithm. ELM algorithm differs from the traditional
gradient-based algorithms for very short training times ( it
doesn't need any iterative tuning, this makes learning time
very fast ) and there is no need to set any other parameters
like learning rate, momentum, epochs, etc.
| Version: |
1.0 |
| Depends: |
MASS |
| Published: |
2012-07-18 |
| Author: |
Alberto Gosso |
| Maintainer: |
Alberto Gosso <gosso.alberto at gmail.com> |
| License: |
GPL (≥ 2) |
| NeedsCompilation: |
no |
| CRAN checks: |
elmNN results |
Downloads: