2.1 KiB
2.1 KiB
| 1 | Model | Hidden Layers | RNN Layers | Dropout | Final Loss |
|---|---|---|---|---|---|
| 2 | LSTM | 0 | 2 | 0.0 | 13.57315312304967 |
| 3 | LSTM | 0 | 2 | 0.05 | 19.794176068104488 |
| 4 | LSTM | 0 | 2 | 0.1 | 17.698180574766347 |
| 5 | LSTM | 0 | 2 | 0.15 | 23.32098652611316 |
| 6 | LSTM | 0 | 3 | 0.0 | 13.700146980688606 |
| 7 | LSTM | 0 | 3 | 0.05 | 17.857194296071228 |
| 8 | LSTM | 0 | 3 | 0.1 | 20.897490259627222 |
| 9 | LSTM | 0 | 3 | 0.15 | 20.09943933218298 |
| 10 | LSTM | 0 | 4 | 0.0 | 20.451897950239584 |
| 11 | LSTM | 0 | 4 | 0.05 | 30.697136825239156 |
| 12 | LSTM | 0 | 4 | 0.1 | 35.30218719428694 |
| 13 | LSTM | 0 | 4 | 0.15 | 56.88415065281828 |
| 14 | LSTM | 0 | 5 | 0.0 | 32.88772487640381 |
| 15 | LSTM | 0 | 5 | 0.05 | 41.01707866829886 |
| 16 | LSTM | 0 | 5 | 0.1 | 25.020204705251775 |
| 17 | LSTM | 0 | 5 | 0.15 | 31.874271876375442 |
| 18 | LSTM | 1 | 2 | 0.0 | 15.143101020598076 |
| 19 | LSTM | 1 | 2 | 0.05 | 17.294107027456793 |
| 20 | LSTM | 1 | 2 | 0.1 | 20.339507552939402 |
| 21 | LSTM | 1 | 2 | 0.15 | 20.261145202206894 |
| 22 | LSTM | 1 | 3 | 0.0 | 18.612104852434616 |
| 23 | LSTM | 1 | 3 | 0.05 | 21.64210480031833 |
| 24 | LSTM | 1 | 3 | 0.1 | 33.828577202810365 |
| 25 | LSTM | 1 | 3 | 0.15 | 24.81157889836271 |
| 26 | LSTM | 1 | 4 | 0.0 | 25.49259500100579 |
| 27 | LSTM | 1 | 4 | 0.05 | 43.26106494581196 |
| 28 | LSTM | 1 | 4 | 0.1 | 109.03877604847223 |
| 29 | LSTM | 1 | 4 | 0.15 | 26.519190546492457 |
| 30 | LSTM | 1 | 5 | 0.0 | 24.345332991908972 |
| 31 | LSTM | 1 | 5 | 0.05 | 2160.6643607985807 |
| 32 | LSTM | 1 | 5 | 0.1 | 2160.6641690966107 |
| 33 | LSTM | 1 | 5 | 0.15 | 70.0674764337674 |
| 34 | LSTM | 2 | 2 | 0.0 | 96.50166923899046 |
| 35 | LSTM | 2 | 2 | 0.05 | 22.740719331821925 |
| 36 | LSTM | 2 | 2 | 0.1 | 27.11947537811709 |
| 37 | LSTM | 2 | 2 | 0.15 | 26.377998459507044 |
| 38 | LSTM | 2 | 3 | 0.0 | 29.63593423870248 |
| 39 | LSTM | 2 | 3 | 0.05 | 40.430933052385356 |
| 40 | LSTM | 2 | 3 | 0.1 | 102.70769267015054 |
| 41 | LSTM | 2 | 3 | 0.15 | 39.901821069314444 |
| 42 | LSTM | 2 | 4 | 0.0 | 16.42642393246503 |
| 43 | LSTM | 2 | 4 | 0.05 | 103.43423487434924 |
| 44 | LSTM | 2 | 4 | 0.1 | 132.6539063252194 |
| 45 | LSTM | 2 | 4 | 0.15 | 109.47043222776601 |
| 46 | LSTM | 2 | 5 | 0.0 | 26.904185483153437 |
| 47 | LSTM | 2 | 5 | 0.05 | 2160.663507166043 |
| 48 | LSTM | 2 | 5 | 0.1 | 2160.6676799075703 |
| 49 | LSTM | 2 | 5 | 0.15 | 2160.6770200057767 |
| 50 | LSTM | 4 | 2 | 0.0 | 96.90064337555792 |
| 51 | LSTM | 4 | 2 | 0.05 | 44.17875827198297 |
| 52 | LSTM | 4 | 2 | 0.1 | 107.32435410459277 |
| 53 | LSTM | 4 | 2 | 0.15 | 36.28804776366328 |
| 54 | LSTM | 4 | 3 | 0.0 | 100.72823489551813 |
| 55 | LSTM | 4 | 3 | 0.05 | 114.38032405477175 |
| 56 | LSTM | 4 | 3 | 0.1 | 220.88371201636087 |
| 57 | LSTM | 4 | 3 | 0.15 | 38.124560718805014 |
| 58 | LSTM | 4 | 4 | 0.0 | 50.08498817766216 |
| 59 | LSTM | 4 | 4 | 0.05 | 2160.668174206371 |
| 60 | LSTM | 4 | 4 | 0.1 | 317.8842515542474 |
| 61 | LSTM | 4 | 4 | 0.15 | 380.57344377544564 |
| 62 | LSTM | 4 | 5 | 0.0 | 2160.663039516395 |
| 63 | LSTM | 4 | 5 | 0.05 | 2160.6706989986797 |
| 64 | LSTM | 4 | 5 | 0.1 | 158.177048481686 |
| 65 | LSTM | 4 | 5 | 0.15 | 704.9843010700924 |