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aiRtrafficNN/Code/python/notebooks/hyperparameter_scan_results_mode3.csv
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Lars Bogner 4fa5afb060 Run scan 3
2025-11-27 16:48:10 +01:00

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Model,Warm-up Steps,Prediction Steps,Altitude Weight,Final Loss
LSTM,300,150,1e-05,31.077238131017285
LSTM,300,150,0.0001,31.116428786611305
LSTM,300,150,0.001,7.279862738036095
LSTM,300,300,1e-05,8.926838027035936
LSTM,300,300,0.0001,30.37920155273156
LSTM,300,300,0.001,34.636997747452966
LSTM,300,600,1e-05,29.66690348061
LSTM,300,600,0.0001,29.71412385778224
LSTM,300,600,0.001,33.99637463474844
LSTM,300,900,1e-05,28.30803443229896
LSTM,300,900,0.0001,28.350567001453104
LSTM,300,900,0.001,32.57012601688187
LSTM,300,1800,1e-05,25.02599160531734
LSTM,300,1800,0.0001,24.794156230827596
LSTM,300,1800,0.001,28.21895251565791
LSTM,600,150,1e-05,7.84319583532658
LSTM,600,150,0.0001,31.122973101490988
LSTM,600,150,0.001,5.995160004559984
LSTM,600,300,1e-05,30.34823756807662
LSTM,600,300,0.0001,30.3810508979207
LSTM,600,300,0.001,34.63591069807398
LSTM,600,600,1e-05,29.66688171217337
LSTM,600,600,0.0001,29.7090287455853
LSTM,600,600,0.001,33.992851337735004
LSTM,600,900,1e-05,28.305135080551214
LSTM,600,900,0.0001,28.34509767584027
LSTM,600,900,0.001,32.558963765410034
LSTM,600,1800,1e-05,13.204625746988235
LSTM,600,1800,0.0001,25.058695928847538
LSTM,600,1800,0.001,28.21455670037168
LSTM,900,150,1e-05,7.555547086442721
LSTM,900,150,0.0001,31.118988331288417
LSTM,900,150,0.001,3.9625396947277354
LSTM,900,300,1e-05,30.33715751456057
LSTM,900,300,0.0001,30.377899322440808
LSTM,900,300,0.001,34.63282838142774
LSTM,900,600,1e-05,29.682772607800175
LSTM,900,600,0.0001,29.712955647920992
LSTM,900,600,0.001,11.853082214026376
LSTM,900,900,1e-05,28.302015910757348
LSTM,900,900,0.0001,28.34411592940067
LSTM,900,900,0.001,32.58148638270003
LSTM,900,1800,1e-05,24.73951081551136
LSTM,900,1800,0.0001,25.068324437800875
LSTM,900,1800,0.001,28.21402364144934
LSTM,1800,150,1e-05,31.078925689880517
LSTM,1800,150,0.0001,31.11930439280386
LSTM,1800,150,0.001,6.017518597080352
LSTM,1800,300,1e-05,7.0429253067742
LSTM,1800,300,0.0001,30.382035096195786
LSTM,1800,300,0.001,34.635919848655135
LSTM,1800,600,1e-05,29.66811917876785
LSTM,1800,600,0.0001,29.709523090280275
LSTM,1800,600,0.001,33.99491072731449
LSTM,1800,900,1e-05,13.343850054322406
LSTM,1800,900,0.0001,28.34489465251248
LSTM,1800,900,0.001,12.902912318230943
LSTM,1800,1800,1e-05,24.777817850734326
LSTM,1800,1800,0.0001,25.059222048267404
LSTM,1800,1800,0.001,27.90479517870761