Statistically significant differences (), as compared to using all the features and measured by a two-tailed t-test, are marked as ‘+’ (positive differences) and ‘−’ (negative differences).

NIAID Data Ecosystem70

Classification results obtained on subsets generated using Relief.

特征选择评估

分类性能分析

Statistically significant differences (), as compared to using all the features and measured by a two-tailed t-test, are marked as ‘+’ (positive differences) and ‘−’ (negative differences).

NIAID Data Ecosystem50

Classification results obtained on subsets generated using Gain Ratio.

特征选择评估

分类性能分析

Statistically significant differences (), as compared to using all the features and measured by a two-tailed t-test, are marked as ‘+’ (positive differences) and ‘−’ (negative differences).

NIAID Data Ecosystem40

F1 scores for synthetic data feature selection when part of the variables is continuous.

特征选择评估

合成数据生成

F1 scores for synthetic data feature selection when part of the variables is continuous.

NIAID Data Ecosystem50

Accuracy percentage of the SVM classifier at different stages of removal of similar genes and applied filtration results for 200 discriminative genes.

基因表达分类

特征选择评估

Accuracy percentage of the SVM classifier at different stages of removal of similar genes and applied filtration results for 200 discriminative genes.

NIAID Data Ecosystem40

Results medium-dimensional with independent predictors

资源简介：

相关数据集