aiRtrafficNN/Code/python/notebooks/hyperparameter_scan_results_mode4.csv

1	Model	Warm-up Steps	Prediction Steps	Final Loss
2	LSTM	300	50	9.862369941587144
3	LSTM	300	150	9.971682480476955
4	LSTM	300	250	10.29279103258902
5	LSTM	300	350	12.395452572706532
6	LSTM	300	450	15.293026637206687
7	LSTM	300	550	17.092201953674568
8	LSTM	300	650	18.27297738416398
9	LSTM	300	750	19.010794245301092
10	LSTM	300	850	19.897037681469573
11	LSTM	300	950	20.623012617230415
12	LSTM	300	1050	21.28835177484979
13	LSTM	300	1150	21.929412549956048
14	LSTM	300	1250	22.561502300202847
15	LSTM	300	1350	23.15739925078889
16	LSTM	300	1450	23.704879142819568
17	LSTM	300	1550	24.20327407850864
18	LSTM	300	1650	24.707538994702887
19	LSTM	300	1750	25.284746502308135
20	LSTM	400	50	9.65707555242834
21	LSTM	400	150	9.892279649609105
22	LSTM	400	250	10.248744717501896
23	LSTM	400	350	12.232247990536246
24	LSTM	400	450	14.960272295380685
25	LSTM	400	550	16.744475945136806
26	LSTM	400	650	17.98665561491346
27	LSTM	400	750	18.75519933511919
28	LSTM	400	850	19.656632389397696
29	LSTM	400	950	20.367879750722267
30	LSTM	400	1050	21.04592862091166
31	LSTM	400	1150	21.784925687503307
32	LSTM	400	1250	22.4162356880434
33	LSTM	400	1350	22.954811925900742
34	LSTM	400	1450	23.494219167118377
35	LSTM	400	1550	24.00001180045148
36	LSTM	400	1650	24.51408112588081
37	LSTM	400	1750	25.099019240825733
38	LSTM	500	50	9.255114727911163
39	LSTM	500	150	9.410554065210546
40	LSTM	500	250	9.832644554191923
41	LSTM	500	350	11.855155017880842
42	LSTM	500	450	14.520017112843059
43	LSTM	500	550	16.211916098549487
44	LSTM	500	650	17.42990435489473
45	LSTM	500	750	18.230336302455434
46	LSTM	500	850	19.147692583739122
47	LSTM	500	950	19.876462495865972
48	LSTM	500	1050	20.57458997565381
49	LSTM	500	1150	21.31553331318688
50	LSTM	500	1250	22.003429115294143
51	LSTM	500	1350	22.629165820301846
52	LSTM	500	1450	23.14494380291472
53	LSTM	500	1550	23.623955009465522
54	LSTM	500	1650	24.149440955925495
55	LSTM	500	1750	24.750916465799857
56	LSTM	600	50	8.842912823516638
57	LSTM	600	150	9.045101637060338
58	LSTM	600	250	9.405317883978181
59	LSTM	600	350	11.404711628194027
60	LSTM	600	450	14.02450726064358
61	LSTM	600	550	15.644331654969681
62	LSTM	600	650	16.79889838435152
63	LSTM	600	750	17.57457868239664
64	LSTM	600	850	18.526446927299208
65	LSTM	600	950	19.281166856514012
66	LSTM	600	1050	19.9941753551681
67	LSTM	600	1150	20.772096468888698
68	LSTM	600	1250	21.530888327417223
69	LSTM	600	1350	22.20997430701205
70	LSTM	600	1450	22.83222754426459
71	LSTM	600	1550	23.371660289295175
72	LSTM	600	1650	23.89038978009782
73	LSTM	600	1750	24.52230284505702
74	LSTM	700	50	8.907356023946976
75	LSTM	700	150	8.87256126513982
76	LSTM	700	250	9.159940499752919
77	LSTM	700	350	11.123581313092183
78	LSTM	700	450	13.72904877735183
79	LSTM	700	550	15.310136568891084
80	LSTM	700	650	16.44262753159521
81	LSTM	700	750	17.185374920949975
82	LSTM	700	850	18.13137794456425
83	LSTM	700	950	18.9271035429011
84	LSTM	700	1050	19.71398233019925
85	LSTM	700	1150	20.550790677996392
86	LSTM	700	1250	21.35204956870764
87	LSTM	700	1350	22.068374782800674
88	LSTM	700	1450	22.725731627421176
89	LSTM	700	1550	23.318080555885395
90	LSTM	700	1650	23.891463927449063
91	LSTM	700	1750	24.501268904259863
92	LSTM	800	50	7.819199040096174
93	LSTM	800	150	8.028777545813393
94	LSTM	800	250	8.44639814147686
95	LSTM	800	350	10.481409571886537
96	LSTM	800	450	13.285768888890743
97	LSTM	800	550	15.084332185321824
98	LSTM	800	650	16.297351334699766
99	LSTM	800	750	17.0808284461419
100	LSTM	800	850	18.011124064868437
101	LSTM	800	950	18.83316843005571
102	LSTM	800	1050	19.673841735784045
103	LSTM	800	1150	20.578865400654205
104	LSTM	800	1250	21.426881732934334
105	LSTM	800	1350	22.17478320763466
106	LSTM	800	1450	22.85892988012192
107	LSTM	800	1550	23.46633131104581
108	LSTM	800	1650	24.0588832554665
109	LSTM	800	1750	24.71530851151081
110	LSTM	900	50	5.31567295161175
111	LSTM	900	150	5.93126944628881
112	LSTM	900	250	6.439508765004575
113	LSTM	900	350	8.691833518940877
114	LSTM	900	450	11.541131605334739
115	LSTM	900	550	13.43263564613509
116	LSTM	900	650	14.788990812970603
117	LSTM	900	750	15.922165255161358
118	LSTM	900	850	17.10452719215066
119	LSTM	900	950	18.072369595870693
120	LSTM	900	1050	19.034654744127963
121	LSTM	900	1150	20.061639863284345
122	LSTM	900	1250	21.028563351548733
123	LSTM	900	1350	21.859083400127737
124	LSTM	900	1450	22.588112238556782
125	LSTM	900	1550	23.231913645850852
126	LSTM	900	1650	23.849693954942076
127	LSTM	900	1750	24.53179801968818
128	LSTM	1000	50	12.946285433948358
129	LSTM	1000	150	13.000357976975911
130	LSTM	1000	250	12.65432847043539
131	LSTM	1000	350	14.052030528558696
132	LSTM	1000	450	16.236685500460418
133	LSTM	1000	550	17.609337759303287
134	LSTM	1000	650	18.571255319850877
135	LSTM	1000	750	19.37364169404386
136	LSTM	1000	850	20.3214724716988
137	LSTM	1000	950	21.11854894601918
138	LSTM	1000	1050	21.90718490138967
139	LSTM	1000	1150	22.77201860429759
140	LSTM	1000	1250	23.60958881042105
141	LSTM	1000	1350	24.343971230565234
142	LSTM	1000	1450	24.987430850876137
143	LSTM	1000	1550	25.54132500005529
144	LSTM	1000	1650	26.082685812356623
145	LSTM	1000	1750	26.698612852299465
146	LSTM	1100	50	27.546075770195493
147	LSTM	1100	150	25.562766545630517
148	LSTM	1100	250	23.924289144100026
149	LSTM	1100	350	24.709189360446118
150	LSTM	1100	450	26.364524430417
151	LSTM	1100	550	27.26226848554104
152	LSTM	1100	650	27.66317448527255
153	LSTM	1100	750	27.85544272369527
154	LSTM	1100	850	28.257131239835253
155	LSTM	1100	950	28.58557756023204
156	LSTM	1100	1050	28.963698213087753
157	LSTM	1100	1150	29.422803269421802
158	LSTM	1100	1250	29.876229475153252
159	LSTM	1100	1350	30.2480577744068
160	LSTM	1100	1450	30.605196503882713
161	LSTM	1100	1550	30.912771285848414
162	LSTM	1100	1650	31.237472819521074
163	LSTM	1100	1750	31.65895197239328
164	LSTM	1200	50	45.72944003977674
165	LSTM	1200	150	45.80984919121925
166	LSTM	1200	250	45.5580165538382
167	LSTM	1200	350	46.07810850346342
168	LSTM	1200	450	46.488227661619796
169	LSTM	1200	550	45.77246542179838
170	LSTM	1200	650	44.721119718348724
171	LSTM	1200	750	43.79531892817071
172	LSTM	1200	850	43.25199920573133
173	LSTM	1200	950	42.71093751014547
174	LSTM	1200	1050	42.25337032561607
175	LSTM	1200	1150	41.93283303240512
176	LSTM	1200	1250	41.69350932506805
177	LSTM	1200	1350	41.48287402822616
178	LSTM	1200	1450	41.285090071089726
179	LSTM	1200	1550	41.11505899023503
180	LSTM	1200	1650	40.99167997279066
181	LSTM	1200	1750	40.998795950666384
182	LSTM	1300	50	54.38528353102664
183	LSTM	1300	150	53.734168559946916
184	LSTM	1300	250	53.58842849731445
185	LSTM	1300	350	55.28923363381244
186	LSTM	1300	450	57.58671086899778
187	LSTM	1300	550	58.94283174961171
188	LSTM	1300	650	59.50496937366242
189	LSTM	1300	750	59.219228785088724
190	LSTM	1300	850	58.63460228290964
191	LSTM	1300	950	57.682741875344135
192	LSTM	1300	1050	56.64409150468542
193	LSTM	1300	1150	55.772792146560995
194	LSTM	1300	1250	54.99640992347231
195	LSTM	1300	1350	54.281181518067704
196	LSTM	1300	1450	53.598816486115155
197	LSTM	1300	1550	52.87812620528201
198	LSTM	1300	1650	52.251831318469755
199	LSTM	1300	1750	51.78712038283653
200	LSTM	1400	50	62.96980297819097
201	LSTM	1400	150	61.98086929321289
202	LSTM	1400	250	61.59891173180113
203	LSTM	1400	350	63.16472065702398
204	LSTM	1400	450	65.32719068324312
205	LSTM	1400	550	66.55231005080203
206	LSTM	1400	650	67.17423682517193
207	LSTM	1400	750	67.60911166414301
208	LSTM	1400	850	68.09372926265635
209	LSTM	1400	950	68.38521397367437
210	LSTM	1400	1050	68.56845985574925
211	LSTM	1400	1150	68.4494068470407
212	LSTM	1400	1250	67.99026566363395
213	LSTM	1400	1350	67.23213138986141
214	LSTM	1400	1450	66.27846070553394
215	LSTM	1400	1550	65.28710911121775
216	LSTM	1400	1650	64.32347042002577
217	LSTM	1400	1750	63.50571198159076
218	LSTM	1500	50	73.46576844884994
219	LSTM	1500	150	71.49019679617375
220	LSTM	1500	250	70.90998475095058
221	LSTM	1500	350	72.38094768118351
222	LSTM	1500	450	74.64708977557243
223	LSTM	1500	550	76.02133690042699
224	LSTM	1500	650	76.73158264160156
225	LSTM	1500	750	77.06667254833465
226	LSTM	1500	850	77.47028931151046
227	LSTM	1500	950	77.68504637860238
228	LSTM	1500	1050	77.92948426591589
229	LSTM	1500	1150	78.2069472049145
230	LSTM	1500	1250	78.412881242468
231	LSTM	1500	1350	78.49721015767848
232	LSTM	1500	1450	78.43904710323253
233	LSTM	1500	1550	78.12647847926362
234	LSTM	1500	1650	77.5705286391238
235	LSTM	1500	1750	76.89041409593948
236	LSTM	1600	50	84.35141080491086
237	LSTM	1600	150	82.58158062874003
238	LSTM	1600	250	81.83897757022939
239	LSTM	1600	350	82.94142840770965
240	LSTM	1600	450	84.89138193333403
241	LSTM	1600	550	86.05075576457571
242	LSTM	1600	650	86.71554670942591
243	LSTM	1600	750	86.94912330140458
244	LSTM	1600	850	87.17295163743039
245	LSTM	1600	950	87.27997483598425
246	LSTM	1600	1050	87.32662192811357
247	LSTM	1600	1150	87.43291830509267
248	LSTM	1600	1250	87.48248713067237
249	LSTM	1600	1350	87.4450540745512
250	LSTM	1600	1450	87.36257317725648
251	LSTM	1600	1550	87.23652835602456
252	LSTM	1600	1650	87.06239992506961
253	LSTM	1600	1750	86.91943164581949
254	LSTM	1700	50	95.18383983855551
255	LSTM	1700	150	93.21335333966195
256	LSTM	1700	250	92.36863586750437
257	LSTM	1700	350	93.41959235008727
258	LSTM	1700	450	95.52848921430872
259	LSTM	1700	550	96.99906085399871
260	LSTM	1700	650	97.844802612954
261	LSTM	1700	750	98.22876739501953
262	LSTM	1700	850	98.56046132838472
263	LSTM	1700	950	98.59377556658805
264	LSTM	1700	1050	98.62774763716028
265	LSTM	1700	1150	98.64187354229867
266	LSTM	1700	1250	98.58534135209753
267	LSTM	1700	1350	98.46203264277032
268	LSTM	1700	1450	98.2650912670379
269	LSTM	1700	1550	98.01571054661528
270	LSTM	1700	1650	97.74352215706034
271	LSTM	1700	1750	97.54502357320582