Date | Accuracy | Hidden layers and units | Learning rate | Momentum | Init. function | Activ. function | Notes |
---|---|---|---|---|---|---|---|
16/01/2022 | 100% | [20] | 0.1 | 0.8 | Xavier | Sigmoid | |
14/01/2022 | 71.63% | [20] | 0.1 | 0.8 | Xavier | Sigmoid | |
11/01/2022 | 74.80% | [15, 15, 15] | 0.01 |
Date | Accuracy | Hidden layers and units | Learning rate | Momentum | Init. function | Activ. function | Notes |
---|---|---|---|---|---|---|---|
16/01/2022 | 100% | [10] | 0.05 | Norm. Xavier | Sigmoid | ||
14/01/2022 | 88.10% | [20] | 0.1 | 0.8 | Xavier | ||
11/01/2022 | 59.52% | [15, 15, 15] | 0.01 |
Date | Accuracy | Hidden layers and units | Learning rate | Momentum | Init. function | Activ. function | Notes |
---|---|---|---|---|---|---|---|
16/01/2022 | 94.21% | [10] | 0.01 | Xavier | Sigmoid | ||
14/01/2022 | 90.67% | [20] | 0.1 | 0.8 | Xavier | ||
11/01/2022 | 74.17% | [15, 15, 15] | 0.01 |
Date | Accuracy | MEE | Loss | Hidden layers and units | Learning rate | Momentum | Init. function | Activ. function | Notes |
---|---|---|---|---|---|---|---|---|---|
17/05/2022 | 0% 2.37% | 0.07951 | 1.1123 (MEE) | [23] | 0.0025 | Norm. Xavier | Tanh | L2(l = 1e-05) | |
13/05/2022 | 0.67% 2.37% | 0.09735 | 0.6836 (MSE) | [25,25] | 0.001 | Norm. Xavier | Tanh | ||
10/05/2022 | 0% | 0.9846 (MSE) | [30] | 0.001 | 0.85 | He | Tanh | Quick baseline test |