ARCHIVE
coef_weights.zip (1.01 MB)
ARCHIVE
coefs_count.zip (1.4 MB)
ARCHIVE
loss_curves.zip (1.24 MB)
ARCHIVE
parameter_vs_perf.zip (1.28 MB)
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Supplementary files for optimizers manuscript
Version 2 2023-06-15, 18:32Version 2 2023-06-15, 18:32
Version 1 2023-05-01, 20:06Version 1 2023-05-01, 20:06
dataset
posted on 2023-06-15, 18:32 authored by Jake CrawfordJake CrawfordPerformance figures for all genes in Vogelstein et al. 2013 driver gene set. Included zip files:
- coef_weights.zip: sum of coefficient weight magnitudes for each regularization parameter
- coefs_count.zip: number of nonzero coefficients (model sparsity) for each regularization parameter
- loss_curves.zip: loss function (log loss/L1 penalty/total loss) for each regularization parameter
- parameter_vs_perf.zip: mutation status classification performance for each regularization parameter
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