Datasets:
| license: cdla-permissive-2.0 | |
| task_categories: | |
| - tabular-classification | |
| pretty_name: subpop_1000_consec | |
| tags: | |
| - tabular | |
| - genomics | |
| - classification | |
| - Biomedical | |
| - Benchmark | |
| configs: | |
| - config_name: subpop_1000_consec | |
| data_files: | |
| - split: train | |
| path: data/train.parquet | |
| - split: validation | |
| path: data/val.parquet | |
| - split: test | |
| path: data/test.parquet | |
| dataset_info: | |
| description: This dataset contains genotypes from chromosome chr22 for a subset | |
| of samples from the 1000 Genomes Project and HGDP. For this specific dataset, | |
| 1000 consecutive SNPs, starting at position 1/4 of the full sequence were selected | |
| from the original sequences and missing values where introduced with a probability | |
| of 0%. The task is to predict the specific subpopulation of each sample | |
| based on the genotypes. | |