RHOASo: An Early Stop Hyper-Parameter Optimization Algorithm
This work proposes a new algorithm for optimizing hyper-parameters of a machine learning algorithm, RHOASo, based on conditional optimization of concave asymptotic functions. A comparative analysis of the algorithm is presented, giving particular emphasis to two important properties: the capability...
| मुख्य लेखकों: | , , |
|---|---|
| स्वरूप: | लेख |
| भाषा: | English |
| प्रकाशित: |
MDPI AG
2021-09-01
|
| श्रृंखला: | Mathematics |
| विषय: | |
| ऑनलाइन पहुंच: | https://www.mdpi.com/2227-7390/9/18/2334 |