Hugging Face's logo

Datasets:
LindertLab
/
DMS-Fold2-Benchmark-Dataset

Modalities:
Text
Formats:
csv
Size:
100M - 1B
Libraries:
Datasets
Dask
Polars
License:
Dataset card Data Studio Files
xet
 Community
1
DMS-Fold2-Benchmark-Dataset
File size: 75,273 Bytes
6e4fb63
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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mut_type,ddG
D28A:S30A,1.2918162458585765
D28A:S30C,1.017979257010358
D28A:S30D,1.3265680122735817
D28A:S30E,1.451173953746798
D28A:S30F,1.6612656341303924
D28A:S30G,0.8803774869384995
D28A:S30H,1.2981516192801723
D28A:S30I,1.3989903015141585
D28A:S30K,1.3860038710968607
D28A:S30L,1.4496958189719653
D28A:S30M,1.4791676877630486
D28A:S30N,0.9735056385043688
D28A:S30P,1.4722807395550608
D28A:S30Q,1.610845892970036
D28A:S30R,1.5111645240743368
D28A:S30T,0.879713808893245
D28A:S30V,1.574951810458985
D28A:S30W,1.683926024585111
D28A:S30Y,1.8266785029348869
D28C:S30A,0.4866001615321687
D28C:S30C,-0.4744120389848909
D28C:S30D,0.7576075878126951
D28C:S30E,0.6023761116244946
D28C:S30F,0.5449601127409778
D28C:S30G,0.1508962066419843
D28C:S30H,0.6735441501443868
D28C:S30I,0.487006464509401
D28C:S30K,0.6036227662555083
D28C:S30L,0.3647643192646721
D28C:S30M,0.4269600086906324
D28C:S30N,0.1073138058629652
D28C:S30P,0.5950139174602489
D28C:S30Q,0.6707758557896168
D28C:S30R,0.4698147691652514
D28C:S30T,-0.1613613741866792
D28C:S30V,0.6472368666620476
D28C:S30W,0.5477449442205069
D28C:S30Y,0.5718164219054893
D28E:S30A,1.3683127824100234
D28E:S30C,1.1585663167362112
D28E:S30D,1.4753987457794882
D28E:S30E,1.55233985781351
D28E:S30F,1.3544011922604686
D28E:S30G,0.8588524848964212
D28E:S30H,1.345380998951663
D28E:S30I,1.643768198108617
D28E:S30K,1.416916058518367
D28E:S30L,1.4739717333581468
D28E:S30M,1.5086893926325546
D28E:S30N,1.2620177113226585
D28E:S30P,1.4488973214219074
D28E:S30Q,1.495422570999128
D28E:S30R,1.5870152193466736
D28E:S30T,0.8376982751922069
D28E:S30V,1.7533810403539198
D28E:S30W,1.3131567835845357
D28E:S30Y,1.5677399374240109
D28F:S30A,1.7411195252390113
D28F:S30C,0.6785292217305665
D28F:S30D,1.3645749367642908
D28F:S30E,1.7729639557175034
D28F:S30F,0.8923205818602313
D28F:S30G,1.256047836117989
D28F:S30H,1.5900982807647697
D28F:S30I,0.835919247971459
D28F:S30K,1.6634935587897222
D28F:S30L,1.2439489990066734
D28F:S30M,1.5985780509213914
D28F:S30N,1.4330744721357338
D28F:S30P,1.780107665194966
D28F:S30Q,1.6285098573377752
D28F:S30R,1.848654137864316
D28F:S30T,1.4332265775052913
D28F:S30V,1.5947759324736983
D28F:S30W,1.1966185870241686
D28F:S30Y,1.4600306748677048
D28G:S30A,1.1362052442642103
D28G:S30C,1.1264910932160466
D28G:S30D,1.585044715850846
D28G:S30E,1.4607345692939644
D28G:S30F,1.43150397218885
D28G:S30G,1.323373674977095
D28G:S30H,1.3538273065700794
D28G:S30I,1.4767037535082883
D28G:S30K,1.1511374700943524
D28G:S30L,1.3588542013474274
D28G:S30M,1.1788470348911322
D28G:S30N,1.4429534280668852
D28G:S30P,0.8846279545091229
D28G:S30Q,1.4854960576666032
D28G:S30R,1.3231946031902495
D28G:S30T,1.3843431012506933
D28G:S30V,1.443998279886154
D28G:S30W,1.3755003497575242
D28G:S30Y,1.4865628443489909
D28H:S30A,1.7017049622916025
D28H:S30C,0.9205802351868372
D28H:S30D,1.723548348369082
D28H:S30E,1.8454212948893207
D28H:S30F,1.6066735909085592
D28H:S30G,0.9744769812974796
D28H:S30H,1.985595601316534
D28H:S30I,1.71927867299073
D28H:S30K,1.7357421334928536
D28H:S30L,1.6621486540085098
D28H:S30M,1.8216748207491305
D28H:S30N,1.4287655527003698
D28H:S30P,1.980997328381088
D28H:S30Q,1.828549498656305
D28H:S30R,1.871345378328704
D28H:S30T,1.5896025269948573
D28H:S30V,1.788519918169742
D28H:S30W,1.4104676782770835
D28H:S30Y,1.7194332657740294
D28I:S30A,1.1859454329788996
D28I:S30C,0.8746351316893397
D28I:S30D,1.404083262179992
D28I:S30E,1.2055125197242265
D28I:S30F,0.9776506880521668
D28I:S30G,0.4406182029951755
D28I:S30H,1.3806727823382323
D28I:S30I,1.1084542089426266
D28I:S30K,1.3243682927979048
D28I:S30L,1.0052184769051595
D28I:S30M,1.199433586836537
D28I:S30N,1.2247267087961689
D28I:S30P,1.8135457829477497
D28I:S30Q,1.35228252097265
D28I:S30R,1.3460409900429198
D28I:S30T,0.5645595009196911
D28I:S30V,1.433245125418917
D28I:S30W,1.0758687525446744
D28I:S30Y,1.1996455385466438
D28K:S30A,1.675765942593078
D28K:S30C,1.4355592802824662
D28K:S30D,1.6872457043774425
D28K:S30E,1.862711249969604
D28K:S30F,1.622148641040817
D28K:S30G,1.1124392194352035
D28K:S30H,1.567151402540676
D28K:S30I,1.8725747017090544
D28K:S30K,1.5505633443319606
D28K:S30L,1.5896071199671125
D28K:S30M,1.8432917273458755
D28K:S30N,1.503447159575937
D28K:S30P,1.6696906794007855
D28K:S30Q,1.7127971279722047
D28K:S30R,1.6342829481170909
D28K:S30T,1.6277611932232507
D28K:S30V,1.8994757067161807
D28K:S30W,1.882800827577626
D28K:S30Y,1.7088192491161696
D28L:S30A,-0.0533841065547049
D28L:S30C,-0.0277065769799587
D28L:S30D,0.6460142893406147
D28L:S30E,0.5422585584402744
D28L:S30F,0.3565751670146366
D28L:S30G,-0.5069025896426043
D28L:S30H,0.3338691434238261
D28L:S30I,0.5344203540649526
D28L:S30K,-0.0289826685986362
D28L:S30L,0.4440566122272389
D28L:S30M,0.517685411857937
D28L:S30N,-0.054727432445123
D28L:S30P,0.1301904072727779
D28L:S30Q,0.37958380871679
D28L:S30R,0.1065980556047396
D28L:S30T,-0.4966584912779197
D28L:S30V,0.5518373853245622
D28L:S30W,0.5023115313971727
D28L:S30Y,0.4812510209190577
D28M:S30A,0.5574937944170761
D28M:S30C,0.3239927770406172
D28M:S30D,0.6414276148548939
D28M:S30E,0.8749311874156487
D28M:S30F,1.0150783015568448
D28M:S30G,0.0570993885953556
D28M:S30H,0.8587544946435084
D28M:S30I,0.8566710922724072
D28M:S30K,0.5747655735337585
D28M:S30L,0.944059510544764
D28M:S30M,0.9359108101730746
D28M:S30N,0.5037389775765058
D28M:S30P,0.6826856195185935
D28M:S30Q,0.8355614289015911
D28M:S30R,0.7329810932526395
D28M:S30T,0.2873615469424941
D28M:S30V,0.9741687812512324
D28M:S30W,0.9844338457188472
D28M:S30Y,1.0880809946890269
D28N:S30A,1.4682504486622678
D28N:S30C,0.6081450846439846
D28N:S30D,1.2185215193568513
D28N:S30E,1.2647640491920984
D28N:S30F,1.2532993862023067
D28N:S30G,0.9538861864257316
D28N:S30H,1.2573989110321324
D28N:S30I,1.7815585899870086
D28N:S30K,1.6268731253994222
D28N:S30L,1.435275738407455
D28N:S30M,1.4030625209850802
D28N:S30N,1.2102962806581523
D28N:S30P,2.040871048882023
D28N:S30Q,1.3969042994522365
D28N:S30R,1.6013992758666855
D28N:S30T,1.0215990430073625
D28N:S30V,1.994659737546889
D28N:S30W,1.461616615291116
D28N:S30Y,1.4760805070147576
D28P:S30A,1.869648773803494
D28P:S30C,1.123555508556307
D28P:S30D,2.1481026980548226
D28P:S30E,2.0515618839554075
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