Values of algorithm hyperparameters
| ML algorithm | Hyperparameter | Symbol | Tuned value |
|---|---|---|---|
| RF | Bag sized percent | P | 100 |
| Batch size | I | 100 | |
| Number of excess slots | Num-slot | 1 | |
| — | M | 1 | |
| — | V | 0.001 | |
| Speed | S | 1 | |
| ANN (multilayer perceptron) | Learning rate | L | 0.3 |
| Momentum | M | 0.2 | |
| Training time | N | 500 | |
| Hidden layers | H | a | |
| SVM (Poly kernel) | Exponent | E | 1 |
| — | C | 1 | |
| GPR (PUK kernel) | Omega | 0 | 0.3 |
| Sigma | S | 0.3 | |
| Noise | N | 0.3 |
| Hyperparameter | Symbol | Tuned value | |
|---|---|---|---|
| Bag sized percent | P | 100 | |
| Batch size | I | 100 | |
| Number of excess slots | Num-slot | 1 | |
| — | M | 1 | |
| — | V | 0.001 | |
| Speed | S | 1 | |
| Learning rate | L | 0.3 | |
| Momentum | M | 0.2 | |
| Training time | N | 500 | |
| Hidden layers | H | a | |
| Exponent | E | 1 | |
| — | C | 1 | |
| Omega | 0 | 0.3 | |
| Sigma | S | 0.3 | |
| Noise | N | 0.3 |
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