aiRtrafficNN/Code/python/notebooks/hyperparameter_scan_results_mode3.csv

1	Model	Warm-up Steps	Prediction Steps	Altitude Weight	Final Loss
2	LSTM	300	150	1e-05	31.077238131017285
3	LSTM	300	150	0.0001	31.116428786611305
4	LSTM	300	150	0.001	7.279862738036095
5	LSTM	300	300	1e-05	8.926838027035936
6	LSTM	300	300	0.0001	30.37920155273156
7	LSTM	300	300	0.001	34.636997747452966
8	LSTM	300	600	1e-05	29.66690348061
9	LSTM	300	600	0.0001	29.71412385778224
10	LSTM	300	600	0.001	33.99637463474844
11	LSTM	300	900	1e-05	28.30803443229896
12	LSTM	300	900	0.0001	28.350567001453104
13	LSTM	300	900	0.001	32.57012601688187
14	LSTM	300	1800	1e-05	25.02599160531734
15	LSTM	300	1800	0.0001	24.794156230827596
16	LSTM	300	1800	0.001	28.21895251565791
17	LSTM	600	150	1e-05	7.84319583532658
18	LSTM	600	150	0.0001	31.122973101490988
19	LSTM	600	150	0.001	5.995160004559984
20	LSTM	600	300	1e-05	30.34823756807662
21	LSTM	600	300	0.0001	30.3810508979207
22	LSTM	600	300	0.001	34.63591069807398
23	LSTM	600	600	1e-05	29.66688171217337
24	LSTM	600	600	0.0001	29.7090287455853
25	LSTM	600	600	0.001	33.992851337735004
26	LSTM	600	900	1e-05	28.305135080551214
27	LSTM	600	900	0.0001	28.34509767584027
28	LSTM	600	900	0.001	32.558963765410034
29	LSTM	600	1800	1e-05	13.204625746988235
30	LSTM	600	1800	0.0001	25.058695928847538
31	LSTM	600	1800	0.001	28.21455670037168
32	LSTM	900	150	1e-05	7.555547086442721
33	LSTM	900	150	0.0001	31.118988331288417
34	LSTM	900	150	0.001	3.9625396947277354
35	LSTM	900	300	1e-05	30.33715751456057
36	LSTM	900	300	0.0001	30.377899322440808
37	LSTM	900	300	0.001	34.63282838142774
38	LSTM	900	600	1e-05	29.682772607800175
39	LSTM	900	600	0.0001	29.712955647920992
40	LSTM	900	600	0.001	11.853082214026376
41	LSTM	900	900	1e-05	28.302015910757348
42	LSTM	900	900	0.0001	28.34411592940067
43	LSTM	900	900	0.001	32.58148638270003
44	LSTM	900	1800	1e-05	24.73951081551136
45	LSTM	900	1800	0.0001	25.068324437800875
46	LSTM	900	1800	0.001	28.21402364144934
47	LSTM	1800	150	1e-05	31.078925689880517
48	LSTM	1800	150	0.0001	31.11930439280386
49	LSTM	1800	150	0.001	6.017518597080352
50	LSTM	1800	300	1e-05	7.0429253067742
51	LSTM	1800	300	0.0001	30.382035096195786
52	LSTM	1800	300	0.001	34.635919848655135
53	LSTM	1800	600	1e-05	29.66811917876785
54	LSTM	1800	600	0.0001	29.709523090280275
55	LSTM	1800	600	0.001	33.99491072731449
56	LSTM	1800	900	1e-05	13.343850054322406
57	LSTM	1800	900	0.0001	28.34489465251248
58	LSTM	1800	900	0.001	12.902912318230943
59	LSTM	1800	1800	1e-05	24.777817850734326
60	LSTM	1800	1800	0.0001	25.059222048267404
61	LSTM	1800	1800	0.001	27.90479517870761