PFRMAT RR
TARGET T0956
AUTHOR 8803-3418-6791
METHOD A single method based on deep 
METHOD ResNet and ResLSTM ensemble networks
METHOD -------------
MODEL 1
SATMAFHPMLCRLELSVSAAPPASPIDATLLRSLITSVLNSSWVDLGGNT
ANEKVLCAIGLIEAFCRERVIPPTSNSFNTSVTYHIMVEDLDPDDLGNIQ
LINKPLLSLEGDLKVLGSYQLTFQTIPGHSEPRSMTDNGIYHSDSPFFQI
ALGHALLGTGKIYDHITRALRVAPITIA
31	34	0	8	0.99460
62	65	0	8	0.98849
31	35	0	8	0.98764
61	64	0	8	0.98658
35	38	0	8	0.98593
32	35	0	8	0.98591
30	33	0	8	0.98186
30	34	0	8	0.97953
33	36	0	8	0.97723
32	36	0	8	0.97436
28	31	0	8	0.97395
62	66	0	8	0.97346
29	32	0	8	0.97300
63	66	0	8	0.97076
61	65	0	8	0.96711
34	37	0	8	0.96659
60	63	0	8	0.96641
59	62	0	8	0.96106
55	58	0	8	0.95996
60	64	0	8	0.95723
29	33	0	8	0.95679
58	61	0	8	0.95551
35	39	0	8	0.95390
28	32	0	8	0.95303
34	38	0	8	0.94750
33	37	0	8	0.94511
36	39	0	8	0.94458
56	59	0	8	0.93977
54	57	0	8	0.93471
57	60	0	8	0.92902
27	30	0	8	0.92684
59	63	0	8	0.92058
148	151	0	8	0.92040
146	149	0	8	0.91992
58	62	0	8	0.91724
163	166	0	8	0.91509
147	150	0	8	0.91182
55	59	0	8	0.90894
52	55	0	8	0.90634
57	61	0	8	0.90259
145	148	0	8	0.90258
148	152	0	8	0.89695
53	56	0	8	0.89661
27	31	0	8	0.89628
54	58	0	8	0.89505
52	56	0	8	0.88709
63	67	0	8	0.88615
147	151	0	8	0.88570
162	166	0	8	0.88493
53	57	0	8	0.88355
167	170	0	8	0.88236
37	40	0	8	0.87690
150	153	0	8	0.87464
51	55	0	8	0.87369
165	168	0	8	0.87349
149	152	0	8	0.87335
64	67	0	8	0.86826
166	169	0	8	0.86104
56	60	0	8	0.86002
146	150	0	8	0.85622
166	170	0	8	0.85536
66	69	0	8	0.85397
149	153	0	8	0.85369
26	30	0	8	0.85289
164	167	0	8	0.84890
163	167	0	8	0.84778
153	156	0	8	0.84514
151	154	0	8	0.83365
150	154	0	8	0.83245
152	155	0	8	0.83097
152	156	0	8	0.82939
66	70	0	8	0.82827
145	149	0	8	0.82730
36	40	0	8	0.82539
154	157	0	8	0.82399
151	155	0	8	0.81648
164	168	0	8	0.81074
92	95	0	8	0.80925
165	169	0	8	0.79895
162	165	0	8	0.79355
13	86	0	8	0.78782
153	157	0	8	0.78392
15	84	0	8	0.75963
38	41	0	8	0.73813
65	69	0	8	0.72424
24	27	0	8	0.72232
126	129	0	8	0.71698
51	54	0	8	0.71001
26	29	0	8	0.70432
161	164	0	8	0.70402
17	82	0	8	0.70376
93	96	0	8	0.69838
25	28	0	8	0.69095
15	83	0	8	0.68685
155	158	0	8	0.68235
50	53	0	8	0.68133
37	41	0	8	0.67237
154	158	0	8	0.67097
65	68	0	8	0.66502
15	82	0	8	0.66317
24	28	0	8	0.66138
16	81	0	8	0.65431
11	86	0	8	0.65287
16	82	0	8	0.64006
13	84	0	8	0.63869
13	85	0	8	0.63355
64	68	0	8	0.63065
160	163	0	8	0.62943
136	139	0	8	0.62407
161	165	0	8	0.62391
11	88	0	8	0.62139
11	87	0	8	0.62041
14	84	0	8	0.61715
168	171	0	8	0.60702
14	83	0	8	0.60238
13	121	0	8	0.60159
109	113	0	8	0.60109
67	70	0	8	0.59860
66	71	0	8	0.59546
10	88	0	8	0.59496
12	86	0	8	0.59396
144	148	0	8	0.59360
50	54	0	8	0.59230
105	108	0	8	0.58954
23	27	0	8	0.58793
65	70	0	8	0.58654
104	107	0	8	0.58563
38	58	0	8	0.58513
17	81	0	8	0.57597
15	121	0	8	0.57411
25	29	0	8	0.57316
12	85	0	8	0.57255
45	48	0	8	0.56975
96	99	0	8	0.56920
92	96	0	8	0.56800
35	62	0	8	0.55828
167	171	0	8	0.55727
142	145	0	8	0.55530
125	129	0	8	0.55351
10	87	0	8	0.55130
91	96	0	8	0.54570
31	62	0	8	0.53949
160	164	0	8	0.53721
17	80	0	8	0.53427
14	85	0	8	0.53146
106	109	0	8	0.53061
17	119	0	8	0.52462
142	148	0	8	0.51558
16	119	0	8	0.50844
38	55	0	8	0.50835
99	102	0	8	0.50830
135	141	0	8	0.50158
9	88	0	8	0.49789
16	83	0	8	0.49582
13	123	0	8	0.49354
12	87	0	8	0.49229
15	119	0	8	0.49137
101	104	0	8	0.49025
11	123	0	8	0.48895
14	121	0	8	0.48813
136	140	0	8	0.48762
13	122	0	8	0.48215
135	139	0	8	0.47846
35	59	0	8	0.47221
49	53	0	8	0.46806
18	80	0	8	0.46729
15	120	0	8	0.46654
19	80	0	8	0.46072
31	66	0	8	0.46026
17	118	0	8	0.45868
102	106	0	8	0.45849
103	107	0	8	0.45722
104	108	0	8	0.45596
12	123	0	8	0.45451
103	106	0	8	0.44396
156	159	0	8	0.44356
7	10	0	8	0.43659
143	148	0	8	0.43646
23	28	0	8	0.43573
159	162	0	8	0.43343
135	140	0	8	0.43264
11	125	0	8	0.42993
144	149	0	8	0.42775
1	4	0	8	0.42688
16	120	0	8	0.42346
156	162	0	8	0.42238
47	50	0	8	0.42188
46	51	0	8	0.41953
168	172	0	8	0.41914
16	118	0	8	0.41913
41	44	0	8	0.41870
155	159	0	8	0.41799
9	89	0	8	0.41787
38	42	0	8	0.41769
31	65	0	8	0.41442
67	71	0	8	0.41365
11	85	0	8	0.41247
169	172	0	8	0.41167
137	140	0	8	0.40934
2	5	0	8	0.40903
18	117	0	8	0.40881
48	51	0	8	0.40756
105	109	0	8	0.40737
11	124	0	8	0.40530
62	86	0	8	0.40131
39	55	0	8	0.39773
34	62	0	8	0.39767
10	86	0	8	0.39702
91	95	0	8	0.39457
13	83	0	8	0.39320
74	77	0	8	0.39283
86	121	0	8	0.39282
134	141	0	8	0.39234
39	42	0	8	0.39231
19	78	0	8	0.38862
6	10	0	8	0.38847
17	31	0	8	0.38756
35	58	0	8	0.38748
157	160	0	8	0.38452
18	81	0	8	0.38357
100	103	0	8	0.38074
9	87	0	8	0.37876
42	45	0	8	0.37839
39	43	0	8	0.37767
15	85	0	8	0.37647
16	80	0	8	0.37461
12	88	0	8	0.37413
14	122	0	8	0.37388
10	125	0	8	0.37330
17	117	0	8	0.36874
43	46	0	8	0.36868
15	81	0	8	0.36716
18	118	0	8	0.36669
47	51	0	8	0.36610
125	130	0	8	0.36603
18	79	0	8	0.36499
159	163	0	8	0.36384
19	79	0	8	0.36289
10	89	0	8	0.36204
16	84	0	8	0.36158
94	97	0	8	0.36041
4	7	0	8	0.35940
12	124	0	8	0.35910
136	141	0	8	0.35910
109	112	0	8	0.35839
38	43	0	8	0.35829
100	104	0	8	0.35513
46	50	0	8	0.35356
14	86	0	8	0.34880
9	125	0	8	0.34838
157	162	0	8	0.34763
84	121	0	8	0.34746
3	6	0	8	0.34590
46	54	0	8	0.34523
12	84	0	8	0.34438
93	97	0	8	0.34158
17	83	0	8	0.34061
6	9	0	8	0.33983
14	120	0	8	0.33812
9	90	0	8	0.33343
13	58	0	8	0.33311
14	82	0	8	0.33306
16	121	0	8	0.33210
13	87	0	8	0.32839
44	51	0	8	0.32799
115	119	0	8	0.32650
115	118	0	8	0.32572
40	43	0	8	0.32485
8	90	0	8	0.32375
18	82	0	8	0.32098
88	91	0	8	0.31927
102	107	0	8	0.31783
8	11	0	8	0.31775
2	6	0	8	0.31722
15	62	0	8	0.31701
45	49	0	8	0.31696
65	71	0	8	0.31655
135	138	0	8	0.31545
8	89	0	8	0.31442
134	142	0	8	0.31419
15	86	0	8	0.31233
62	84	0	8	0.31204
110	113	0	8	0.31081
95	98	0	8	0.30983
14	123	0	8	0.30949
73	77	0	8	0.30849
135	142	0	8	0.30805
108	111	0	8	0.30762
123	132	0	8	0.30760
99	103	0	8	0.30703
39	44	0	8	0.30633
43	51	0	8	0.30555
124	132	0	8	0.30449
5	8	0	8	0.30416
12	122	0	8	0.30119
158	161	0	8	0.30071
76	79	0	8	0.30067
158	162	0	8	0.29953
125	131	0	8	0.29910
46	49	0	8	0.29889
133	141	0	8	0.29842
20	23	0	8	0.29731
10	85	0	8	0.29723
9	12	0	8	0.29722
72	75	0	8	0.29564
17	84	0	8	0.29554
12	83	0	8	0.29539
35	86	0	8	0.29525
38	54	0	8	0.29407
20	78	0	8	0.29337
28	66	0	8	0.29320
73	76	0	8	0.29273
125	132	0	8	0.29243
14	81	0	8	0.29217
157	163	0	8	0.29203
49	52	0	8	0.29203
107	113	0	8	0.29194
15	35	0	8	0.29180
84	123	0	8	0.29167
1	5	0	8	0.29150
42	46	0	8	0.29054
17	115	0	8	0.28891
143	149	0	8	0.28851
35	55	0	8	0.28780
91	99	0	8	0.28753
134	137	0	8	0.28706
125	128	0	8	0.28659
28	70	0	8	0.28546
51	56	0	8	0.28546
75	78	0	8	0.28503
45	51	0	8	0.28439
43	54	0	8	0.28261
19	23	0	8	0.28255
38	59	0	8	0.28254
156	160	0	8	0.28196
18	78	0	8	0.28176
132	135	0	8	0.28119
102	105	0	8	0.28040
18	119	0	8	0.27986
77	80	0	8	0.27782
133	142	0	8	0.27633
136	142	0	8	0.27559
19	117	0	8	0.27547
86	119	0	8	0.27298
26	31	0	8	0.27110
8	88	0	8	0.27108
89	120	0	8	0.26911
11	89	0	8	0.26894
141	145	0	8	0.26863
40	44	0	8	0.26854
86	123	0	8	0.26677
10	123	0	8	0.26668
155	162	0	8	0.26586
44	48	0	8	0.26486
15	31	0	8	0.26334
88	119	0	8	0.26331
19	115	0	8	0.26312
12	125	0	8	0.26287
17	120	0	8	0.26246
91	97	0	8	0.26240
7	11	0	8	0.26204
12	121	0	8	0.26192
9	126	0	8	0.26169
45	50	0	8	0.26084
68	71	0	8	0.25999
17	79	0	8	0.25927
16	117	0	8	0.25807
11	122	0	8	0.25739
58	86	0	8	0.25645
39	58	0	8	0.25620
82	121	0	8	0.25513
41	45	0	8	0.25444
98	101	0	8	0.25432
10	91	0	8	0.25197
44	47	0	8	0.25189
10	126	0	8	0.25140
38	44	0	8	0.25091
59	86	0	8	0.25007
129	133	0	8	0.24934
34	58	0	8	0.24928
21	24	0	8	0.24830
154	159	0	8	0.24823
13	59	0	8	0.24820
20	79	0	8	0.24693
10	124	0	8	0.24675
15	122	0	8	0.24615
5	9	0	8	0.24587
123	133	0	8	0.24502
66	84	0	8	0.24497
82	123	0	8	0.24467
3	7	0	8	0.24381
83	120	0	8	0.24326
129	132	0	8	0.24178
101	106	0	8	0.24147
13	62	0	8	0.24143
38	57	0	8	0.24137
121	135	0	8	0.24076
13	88	0	8	0.24001
169	173	0	8	0.23981
19	81	0	8	0.23978
48	52	0	8	0.23922
88	120	0	8	0.23801
85	123	0	8	0.23738
12	89	0	8	0.23681
172	175	0	8	0.23660
156	163	0	8	0.23657
86	122	0	8	0.23581
66	82	0	8	0.23363
106	113	0	8	0.23306
17	78	0	8	0.23244
101	105	0	8	0.23239
108	112	0	8	0.23124
20	80	0	8	0.23113
13	124	0	8	0.23081
74	78	0	8	0.22996
141	148	0	8	0.22996
85	124	0	8	0.22947
121	134	0	8	0.22945
73	78	0	8	0.22912
43	55	0	8	0.22883
124	133	0	8	0.22859
90	117	0	8	0.22842
38	62	0	8	0.22837
9	91	0	8	0.22826
85	121	0	8	0.22791
107	110	0	8	0.22531
19	22	0	8	0.22479
18	115	0	8	0.22459
83	121	0	8	0.22432
154	160	0	8	0.22398
125	133	0	8	0.22351
88	121	0	8	0.22339
133	143	0	8	0.22281
19	82	0	8	0.22259
31	70	0	8	0.22105
15	34	0	8	0.22090
38	61	0	8	0.22049
44	50	0	8	0.22048
19	77	0	8	0.22012
11	126	0	8	0.21950
82	125	0	8	0.21947
31	84	0	8	0.21917
4	8	0	8	0.21896
123	135	0	8	0.21790
107	115	0	8	0.21684
158	163	0	8	0.21664
7	90	0	8	0.21652
69	72	0	8	0.21633
13	61	0	8	0.21523
23	31	0	8	0.21515
88	102	0	8	0.21513
130	133	0	8	0.21510
95	99	0	8	0.21479
98	102	0	8	0.21386
8	91	0	8	0.21378
9	124	0	8	0.21332
14	87	0	8	0.21140
19	118	0	8	0.21101
120	135	0	8	0.21096
19	116	0	8	0.21087
8	87	0	8	0.21056
133	136	0	8	0.20913
157	161	0	8	0.20889
82	124	0	8	0.20880
81	122	0	8	0.20807
78	125	0	8	0.20797
134	138	0	8	0.20716
14	119	0	8	0.20703
34	61	0	8	0.20626
7	89	0	8	0.20624
11	121	0	8	0.20610
62	82	0	8	0.20498
131	134	0	8	0.20481
8	125	0	8	0.20428
17	116	0	8	0.20357
88	101	0	8	0.20332
122	135	0	8	0.20325
42	54	0	8	0.20319
39	59	0	8	0.20304
20	77	0	8	0.20282
18	116	0	8	0.20247
80	123	0	8	0.20242
170	173	0	8	0.20229
23	70	0	8	0.20198
16	79	0	8	0.20132
16	85	0	8	0.20075
87	102	0	8	0.20060
126	130	0	8	0.20045
76	80	0	8	0.20039
106	115	0	8	0.20026
81	123	0	8	0.19961
135	148	0	8	0.19960
152	166	0	8	0.19907
155	160	0	8	0.19902
13	120	0	8	0.19816
116	119	0	8	0.19780
97	100	0	8	0.19753
10	90	0	8	0.19750
141	144	0	8	0.19651
43	50	0	8	0.19634
120	134	0	8	0.19600
134	140	0	8	0.19584
89	119	0	8	0.19576
17	70	0	8	0.19561
80	125	0	8	0.19561
21	78	0	8	0.19488
122	134	0	8	0.19426
86	106	0	8	0.19386
123	134	0	8	0.19372
92	97	0	8	0.19348
13	55	0	8	0.19335
122	132	0	8	0.19325
39	54	0	8	0.19292
85	118	0	8	0.19271
90	118	0	8	0.19217
84	119	0	8	0.19177
86	118	0	8	0.19170
108	113	0	8	0.19159
71	75	0	8	0.19146
16	122	0	8	0.19134
88	99	0	8	0.19097
156	166	0	8	0.19090
44	55	0	8	0.19026
72	76	0	8	0.19005
91	117	0	8	0.18934
15	58	0	8	0.18913
84	124	0	8	0.18902
62	121	0	8	0.18832
8	126	0	8	0.18793
132	142	0	8	0.18770
85	119	0	8	0.18749
120	136	0	8	0.18697
137	141	0	8	0.18693
122	133	0	8	0.18689
13	38	0	8	0.18683
11	55	0	8	0.18643
38	51	0	8	0.18623
19	114	0	8	0.18619
91	98	0	8	0.18602
20	76	0	8	0.18601
97	101	0	8	0.18566
137	142	0	8	0.18491
44	54	0	8	0.18490
71	74	0	8	0.18436
82	122	0	8	0.18292
39	51	0	8	0.18282
134	143	0	8	0.18225
14	124	0	8	0.18222
35	61	0	8	0.18212
17	20	0	8	0.18155
123	126	0	8	0.18141
43	47	0	8	0.18105
13	82	0	8	0.18085
79	125	0	8	0.18076
17	66	0	8	0.18071
88	117	0	8	0.17927
87	122	0	8	0.17897
132	143	0	8	0.17864
81	125	0	8	0.17828
87	106	0	8	0.17809
46	57	0	8	0.17733
15	118	0	8	0.17687
78	126	0	8	0.17676
21	70	0	8	0.17662
11	84	0	8	0.17655
83	119	0	8	0.17624
88	106	0	8	0.17589
78	82	0	8	0.17585
21	71	0	8	0.17583
87	121	0	8	0.17577
71	82	0	8	0.17571
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44	162	0	8	0.02065
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45	97	0	8	0.02056
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34	69	0	8	0.02055
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99	112	0	8	0.02053
63	80	0	8	0.02052
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116	166	0	8	0.02049
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102	122	0	8	0.02048
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155	172	0	8	0.02048
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14	133	0	8	0.02021
34	150	0	8	0.02020
20	160	0	8	0.02019
85	89	0	8	0.02018
14	177	0	8	0.02018
107	160	0	8	0.02018
5	167	0	8	0.02018
92	113	0	8	0.02018
16	22	0	8	0.02018
97	169	0	8	0.02017
19	161	0	8	0.02017
44	169	0	8	0.02017
122	173	0	8	0.02016
51	86	0	8	0.02015
79	134	0	8	0.02015
17	167	0	8	0.02014
7	61	0	8	0.02013
125	139	0	8	0.02011
135	167	0	8	0.02011
6	149	0	8	0.02009
46	158	0	8	0.02009
23	62	0	8	0.02008
76	135	0	8	0.02007
8	114	0	8	0.02007
132	169	0	8	0.02007
120	173	0	8	0.02006
144	170	0	8	0.02005
91	164	0	8	0.02002
98	107	0	8	0.02001
47	97	0	8	0.02001
153	171	0	8	0.02000
63	155	0	8	0.02000
119	163	0	8	0.02000
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129	136	0	8	0.01999
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52	90	0	8	0.01997
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72	128	0	8	0.01996
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89	162	0	8	0.01995
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39	154	0	8	0.01994
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80	112	0	8	0.01970
66	75	0	8	0.01970
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82	94	0	8	0.00027
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81	92	0	8	0.00020
END