Datasets:
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README.md
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---
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license: cdla-permissive-2.0
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task_categories:
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- tabular-classification
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pretty_name: sexcheck_chrX_50k
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tags:
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- tabular
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- genomics
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- binary
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- Biomedical
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- Benchmark
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configs:
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- config_name: sexcheck_chrX_50k
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data_files:
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- split: train
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path: data/train.parquet
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- split: validation
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path: data/val.parquet
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- split: test
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path: data/test.parquet
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dataset_info:
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description: This dataset contains genotypes from chromosome X for a subset of samples
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from the 1000 Genomes Project and HGDP, along with labels indicating the sex of
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each sample. For this specific dataset, 50k SNPs where randomly selected
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from the original sequences and missing values where introduced with a probability
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of 0.95. The task is to predict the sex of each sample based on the genotypes.Due
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to the high missingess, each sample was duplicated three times with different
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missingness patterns.
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---
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