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int64
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null
13.574887
11.368027
11.781944
13.073568
null
null
null
16.937201
11.44275
11.807325
13.245577
13.218771
1
137
null
null
null
12.250572
18.657774
null
18.105984
null
12.741788
13.02053
18.121994
14.645769
14.392036
17.206951
16.746969
17.629782
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15.363541
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null
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null
null
null
12.4544
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null
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null
null
13.688311
16.302284
14.044592
16.973516
15.083556
15.635976
15.58742
14.540297
14.21584
17.69614
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14.166393
11.211766
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11.66635
13.30874
null
null
14.286323
14.749252
13.225158
12.319009
17.074902
null
18.124596
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null
15.645439
11.610251
15.489909
14.056499
11.992229
15.971947
17.468798
13.676676
15.899884
16.203506
14.199568
15.319508
null
null
13.187385
13.036481
14.21003
15.615594
13.689902
13.187263
15.64663
null
12.297735
18.515451
13.538853
12.370727
10.271181
14.263408
13.790866
9.975947
15.872806
17.357386
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null
14.332051
14.053334
11.313511
13.554725
16.255239
16.617207
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14.707852
null
12.951105
15.505835
14.514143
10.909893
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17.646696
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null
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null
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null
null
10.707281
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null
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null
12.987338
null
10.911446
null
15.287524
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10.102421
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13.227261
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null
14.130838
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null
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14.219301
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17.735201
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null
null
19.562546
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null
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null
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null
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15.254045
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null
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null
null
15.133758
20.064308
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null
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null
null
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null
null
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12.101995
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14.391846
12.915484
13.567719
13.434907
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null
null
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18.011196
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null
null
null
null
13.908814
null
14.33099
16.794001
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13.924562
12.218777
null
12.420583
13.097365
null
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18.13077
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null
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null
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null
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17.34683
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null
null
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null
null
16.004173
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null
null
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14.951042
11.815509
null
null
15.468225
14.588841
12.31999
12.551742
14.376453
13.897551
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null
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null
15.862421
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null
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null
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null
null
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null
12.455395
null
null
15.916455
16.971117
10.202072
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14.932835
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null
13.506084
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null
20.424179
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null
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null
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null
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null
null
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null
null
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null
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null
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null
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null
null
12.633264
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null
null
null
14.572899
null
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null
null
null
null
15.009342
14.262022
14.417852
15.284001
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13.112232
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15.358118
15.850842
16.257113
null
14.485438
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15.675625
null
19.695124
14.754879
14.244158
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15.797292
null
21.372522
18.635038
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null
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null
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null
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18.296585
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null
null
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null
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17.053152
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null
null
11.553693
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12.071941
12.97641
17.683031
14.639707
16.957287
16.451393
18.082499
17.097775
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0
End of preview. Expand in Data Studio

MTBLS136

Part of TabBioMed (TabBioMed: A Large-Scale Benchmark for Biomedical Tabular Learning), a benchmark of 94 curated biomedical tabular datasets. Code, preprocessing and documentation: https://github.com/AI-sandbox/TabBioMed.

A serum LC-MS dataset consisting of 949 named metabolites. We compare estrogen plus progestin (E+P; Class=1) vs. estrogen-only (E; Class=0).

Domain Task Samples Features Classes
Metabolomics binary 668 915 2

Splits. Fixed train/val/test split (468/100/100 rows).

Files

  • data/**.parquet: one row per sample. row_idx is the row index in the original TabBioMed array; f_<i>[_<name>] are the features (in order); target (or target_<j> for multi-target tasks) is the label. Categorical feature indices (0-based, among the features): []. Missing values are stored as nulls.
  • metadata.json: TabBioMed task metadata (task type, categorical indices, source, description).
from datasets import load_dataset
ds = load_dataset("TabBioMed/MTBLS136")

A Croissant (1.1) description with Responsible-AI fields is distributed with the TabBioMed release.

Source and license

Source: CIMBC/MetabComparisonBinaryML

This derived dataset is distributed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). Please also cite and respect the terms of the original source.

Citation

@inproceedings{tabbiomed2026,
  title     = {TabBioMed: A Large-Scale Benchmark for Biomedical Tabular Learning},
  author    = {Mateo Bernad{\'o}, Pau and Polapragada, Saivenkata Nagavyjayanthi and Bonet, David and Arbiol Rakuljic, Pol and Mogas Pladevall, Laia and Comajoan Cara, Mar{\c{c}}al and Gonzalez Ferrer, Jesus and Abante, Jordi and Mas Montserrat, Daniel and Haussler, David and Ioannidis, Alexander G.},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS), Evaluations and Datasets Track},
  year      = {2026}
}
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