Lysine acetylation and ubiquitination are two primary post-translational modifications (PTMs) in most eukaryotic proteins. Lysine residues are targets for both types of PTMs, resulting in different ce

DataCite Commons2024-03-24 更新70

Regression coefficient was obtained by L1-penalized logistic regression (details are described in Material and Methods) and sorted by descending absolute values.

L1正则化

特征选择

Elastic-net parameters alpha was set to 0.975 and lambda was estimated as 0.075. Coefficients were calculated with standardized variables (STDV = 1).

NIAID Data Ecosystem40

The highest classification accuracy of each algorithm on each data set and its feature subset length.

机器学习

特征选择

The highest classification accuracy of each algorithm on each data set and its feature subset length.

NIAID Data Ecosystem80

The frequencies of features in the optimal feature subsets.

特征选择

特征重要性评估

The frequencies of features in the optimal feature subsets.

Figshare2015-12-03 更新40

Pseudo code for feature ranking method.

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相关数据集