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+ ---
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+ license: cdla-permissive-2.0
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+ task_categories:
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+ - tabular-regression
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+ pretty_name: pca_50k
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+ tags:
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+ - tabular
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+ - genomics
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+ - multiregression
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+ - Biomedical
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+ - Benchmark
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+ configs:
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+ - config_name: pca_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 chr22 for a subset
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+ of samples from the 1000 Genomes Project and HGDP. For this specific dataset,
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+ 50k SNPs at random positions where randomly selected from the original sequences
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+ and missing values where introduced with a probability of 0%. The task
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+ is to predict the first 3 PCA coordinates of each sample..
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+ ---