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Lars Bogner
2025-11-27 20:11:31 +01:00
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Code/python/notebooks/hyperparameter_scan_results_mode4.csv
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Model,Warm-up Steps,Prediction Steps,Final Loss
LSTM,300,50,9.862369941587144
LSTM,300,150,9.971682480476955
LSTM,300,250,10.29279103258902
LSTM,300,350,12.395452572706532
LSTM,300,450,15.293026637206687
LSTM,300,550,17.092201953674568
LSTM,300,650,18.27297738416398
LSTM,300,750,19.010794245301092
LSTM,300,850,19.897037681469573
LSTM,300,950,20.623012617230415
LSTM,300,1050,21.28835177484979
LSTM,300,1150,21.929412549956048
LSTM,300,1250,22.561502300202847
LSTM,300,1350,23.15739925078889
LSTM,300,1450,23.704879142819568
LSTM,300,1550,24.20327407850864
LSTM,300,1650,24.707538994702887
LSTM,300,1750,25.284746502308135
LSTM,400,50,9.65707555242834
LSTM,400,150,9.892279649609105
LSTM,400,250,10.248744717501896
LSTM,400,350,12.232247990536246
LSTM,400,450,14.960272295380685
LSTM,400,550,16.744475945136806
LSTM,400,650,17.98665561491346
LSTM,400,750,18.75519933511919
LSTM,400,850,19.656632389397696
LSTM,400,950,20.367879750722267
LSTM,400,1050,21.04592862091166
LSTM,400,1150,21.784925687503307
LSTM,400,1250,22.4162356880434
LSTM,400,1350,22.954811925900742
LSTM,400,1450,23.494219167118377
LSTM,400,1550,24.00001180045148
LSTM,400,1650,24.51408112588081
LSTM,400,1750,25.099019240825733
LSTM,500,50,9.255114727911163
LSTM,500,150,9.410554065210546
LSTM,500,250,9.832644554191923
LSTM,500,350,11.855155017880842
LSTM,500,450,14.520017112843059
LSTM,500,550,16.211916098549487
LSTM,500,650,17.42990435489473
LSTM,500,750,18.230336302455434
LSTM,500,850,19.147692583739122
LSTM,500,950,19.876462495865972
LSTM,500,1050,20.57458997565381
LSTM,500,1150,21.31553331318688
LSTM,500,1250,22.003429115294143
LSTM,500,1350,22.629165820301846
LSTM,500,1450,23.14494380291472
LSTM,500,1550,23.623955009465522
LSTM,500,1650,24.149440955925495
LSTM,500,1750,24.750916465799857
LSTM,600,50,8.842912823516638
LSTM,600,150,9.045101637060338
LSTM,600,250,9.405317883978181
LSTM,600,350,11.404711628194027
LSTM,600,450,14.02450726064358
LSTM,600,550,15.644331654969681
LSTM,600,650,16.79889838435152
LSTM,600,750,17.57457868239664
LSTM,600,850,18.526446927299208
LSTM,600,950,19.281166856514012
LSTM,600,1050,19.9941753551681
LSTM,600,1150,20.772096468888698
LSTM,600,1250,21.530888327417223
LSTM,600,1350,22.20997430701205
LSTM,600,1450,22.83222754426459
LSTM,600,1550,23.371660289295175
LSTM,600,1650,23.89038978009782
LSTM,600,1750,24.52230284505702
LSTM,700,50,8.907356023946976
LSTM,700,150,8.87256126513982
LSTM,700,250,9.159940499752919
LSTM,700,350,11.123581313092183
LSTM,700,450,13.72904877735183
LSTM,700,550,15.310136568891084
LSTM,700,650,16.44262753159521
LSTM,700,750,17.185374920949975
LSTM,700,850,18.13137794456425
LSTM,700,950,18.9271035429011
LSTM,700,1050,19.71398233019925
LSTM,700,1150,20.550790677996392
LSTM,700,1250,21.35204956870764
LSTM,700,1350,22.068374782800674
LSTM,700,1450,22.725731627421176
LSTM,700,1550,23.318080555885395
LSTM,700,1650,23.891463927449063
LSTM,700,1750,24.501268904259863
LSTM,800,50,7.819199040096174
LSTM,800,150,8.028777545813393
LSTM,800,250,8.44639814147686
LSTM,800,350,10.481409571886537
LSTM,800,450,13.285768888890743
LSTM,800,550,15.084332185321824
LSTM,800,650,16.297351334699766
LSTM,800,750,17.0808284461419
LSTM,800,850,18.011124064868437
LSTM,800,950,18.83316843005571
LSTM,800,1050,19.673841735784045
LSTM,800,1150,20.578865400654205
LSTM,800,1250,21.426881732934334
LSTM,800,1350,22.17478320763466
LSTM,800,1450,22.85892988012192
LSTM,800,1550,23.46633131104581
LSTM,800,1650,24.0588832554665
LSTM,800,1750,24.71530851151081
LSTM,900,50,5.31567295161175
LSTM,900,150,5.93126944628881
LSTM,900,250,6.439508765004575
LSTM,900,350,8.691833518940877
LSTM,900,450,11.541131605334739
LSTM,900,550,13.43263564613509
LSTM,900,650,14.788990812970603
LSTM,900,750,15.922165255161358
LSTM,900,850,17.10452719215066
LSTM,900,950,18.072369595870693
LSTM,900,1050,19.034654744127963
LSTM,900,1150,20.061639863284345
LSTM,900,1250,21.028563351548733
LSTM,900,1350,21.859083400127737
LSTM,900,1450,22.588112238556782
LSTM,900,1550,23.231913645850852
LSTM,900,1650,23.849693954942076
LSTM,900,1750,24.53179801968818
LSTM,1000,50,12.946285433948358
LSTM,1000,150,13.000357976975911
LSTM,1000,250,12.65432847043539
LSTM,1000,350,14.052030528558696
LSTM,1000,450,16.236685500460418
LSTM,1000,550,17.609337759303287
LSTM,1000,650,18.571255319850877
LSTM,1000,750,19.37364169404386
LSTM,1000,850,20.3214724716988
LSTM,1000,950,21.11854894601918
LSTM,1000,1050,21.90718490138967
LSTM,1000,1150,22.77201860429759
LSTM,1000,1250,23.60958881042105
LSTM,1000,1350,24.343971230565234
LSTM,1000,1450,24.987430850876137
LSTM,1000,1550,25.54132500005529
LSTM,1000,1650,26.082685812356623
LSTM,1000,1750,26.698612852299465
LSTM,1100,50,27.546075770195493
LSTM,1100,150,25.562766545630517
LSTM,1100,250,23.924289144100026
LSTM,1100,350,24.709189360446118
LSTM,1100,450,26.364524430417
LSTM,1100,550,27.26226848554104
LSTM,1100,650,27.66317448527255
LSTM,1100,750,27.85544272369527
LSTM,1100,850,28.257131239835253
LSTM,1100,950,28.58557756023204
LSTM,1100,1050,28.963698213087753
LSTM,1100,1150,29.422803269421802
LSTM,1100,1250,29.876229475153252
LSTM,1100,1350,30.2480577744068
LSTM,1100,1450,30.605196503882713
LSTM,1100,1550,30.912771285848414
LSTM,1100,1650,31.237472819521074
LSTM,1100,1750,31.65895197239328
LSTM,1200,50,45.72944003977674
LSTM,1200,150,45.80984919121925
LSTM,1200,250,45.5580165538382
LSTM,1200,350,46.07810850346342
LSTM,1200,450,46.488227661619796
LSTM,1200,550,45.77246542179838
LSTM,1200,650,44.721119718348724
LSTM,1200,750,43.79531892817071
LSTM,1200,850,43.25199920573133
LSTM,1200,950,42.71093751014547
LSTM,1200,1050,42.25337032561607
LSTM,1200,1150,41.93283303240512
LSTM,1200,1250,41.69350932506805
LSTM,1200,1350,41.48287402822616
LSTM,1200,1450,41.285090071089726
LSTM,1200,1550,41.11505899023503
LSTM,1200,1650,40.99167997279066
LSTM,1200,1750,40.998795950666384
LSTM,1300,50,54.38528353102664
LSTM,1300,150,53.734168559946916
LSTM,1300,250,53.58842849731445
LSTM,1300,350,55.28923363381244
LSTM,1300,450,57.58671086899778
LSTM,1300,550,58.94283174961171
LSTM,1300,650,59.50496937366242
LSTM,1300,750,59.219228785088724
LSTM,1300,850,58.63460228290964
LSTM,1300,950,57.682741875344135
LSTM,1300,1050,56.64409150468542
LSTM,1300,1150,55.772792146560995
LSTM,1300,1250,54.99640992347231
LSTM,1300,1350,54.281181518067704
LSTM,1300,1450,53.598816486115155
LSTM,1300,1550,52.87812620528201
LSTM,1300,1650,52.251831318469755
LSTM,1300,1750,51.78712038283653
LSTM,1400,50,62.96980297819097
LSTM,1400,150,61.98086929321289
LSTM,1400,250,61.59891173180113
LSTM,1400,350,63.16472065702398
LSTM,1400,450,65.32719068324312
LSTM,1400,550,66.55231005080203
LSTM,1400,650,67.17423682517193
LSTM,1400,750,67.60911166414301
LSTM,1400,850,68.09372926265635
LSTM,1400,950,68.38521397367437
LSTM,1400,1050,68.56845985574925
LSTM,1400,1150,68.4494068470407
LSTM,1400,1250,67.99026566363395
LSTM,1400,1350,67.23213138986141
LSTM,1400,1450,66.27846070553394
LSTM,1400,1550,65.28710911121775
LSTM,1400,1650,64.32347042002577
LSTM,1400,1750,63.50571198159076
LSTM,1500,50,73.46576844884994
LSTM,1500,150,71.49019679617375
LSTM,1500,250,70.90998475095058
LSTM,1500,350,72.38094768118351
LSTM,1500,450,74.64708977557243
LSTM,1500,550,76.02133690042699
LSTM,1500,650,76.73158264160156
LSTM,1500,750,77.06667254833465
LSTM,1500,850,77.47028931151046
LSTM,1500,950,77.68504637860238
LSTM,1500,1050,77.92948426591589
LSTM,1500,1150,78.2069472049145
LSTM,1500,1250,78.412881242468
LSTM,1500,1350,78.49721015767848
LSTM,1500,1450,78.43904710323253
LSTM,1500,1550,78.12647847926362
LSTM,1500,1650,77.5705286391238
LSTM,1500,1750,76.89041409593948
LSTM,1600,50,84.35141080491086
LSTM,1600,150,82.58158062874003
LSTM,1600,250,81.83897757022939
LSTM,1600,350,82.94142840770965
LSTM,1600,450,84.89138193333403
LSTM,1600,550,86.05075576457571
LSTM,1600,650,86.71554670942591
LSTM,1600,750,86.94912330140458
LSTM,1600,850,87.17295163743039
LSTM,1600,950,87.27997483598425
LSTM,1600,1050,87.32662192811357
LSTM,1600,1150,87.43291830509267
LSTM,1600,1250,87.48248713067237
LSTM,1600,1350,87.4450540745512
LSTM,1600,1450,87.36257317725648
LSTM,1600,1550,87.23652835602456
LSTM,1600,1650,87.06239992506961
LSTM,1600,1750,86.91943164581949
LSTM,1700,50,95.18383983855551
LSTM,1700,150,93.21335333966195
LSTM,1700,250,92.36863586750437
LSTM,1700,350,93.41959235008727
LSTM,1700,450,95.52848921430872
LSTM,1700,550,96.99906085399871
LSTM,1700,650,97.844802612954
LSTM,1700,750,98.22876739501953
LSTM,1700,850,98.56046132838472
LSTM,1700,950,98.59377556658805
LSTM,1700,1050,98.62774763716028
LSTM,1700,1150,98.64187354229867
LSTM,1700,1250,98.58534135209753
LSTM,1700,1350,98.46203264277032
LSTM,1700,1450,98.2650912670379
LSTM,1700,1550,98.01571054661528
LSTM,1700,1650,97.74352215706034
LSTM,1700,1750,97.54502357320582
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