Skip to main content

Table 1 Overview of data sets

From: Iterative feature removal yields highly discriminative pathways

Data set Training samples Testing samples Features Classes
Influenza 14-16 [10] 51 57 12023 Asymptomatic, Symptomatic
Influenza 11-14 [10] 68 75 12023 Asymptomatic, Symptomatic
Lung Cancer [11] 32 149 12533 Mesothelioma, Adenocarcinoma
Prostate Cancer [12] 102 34 12600 Tumor, Normal
BCell Lymphoma [13] 47 4026 Germinal, Activated
  1. Influenza 14-16 and 11-14 represent different temporal intervals of the data from [10]. The former is used to compare with other published results, and the latter is used because it provides more training samples for the automated analysis. All data sets except the BCell lymphoma have defined training and test partitions.
\