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Table 5 Descriptions of the nine microarray data sets used in our analysis.

From: Which missing value imputation method to use in expression profiles: a comparative study and two selection schemes

Data set Full Dim. Used Dim. Category Organism Expression Profiles
Alizadeh (ALI) 13412 × 40 5635 × 40 multiple exposure H. sapiens diffuse large B-cell lymphoma
Alon (ALO) 2000 × 62 2000 × 62 multiple exposure H. sapiens colon cancer and normal colon tissue
Baldwin (BAL) 16814 × 39 6838 × 39 time series, non-cyclic H. sapiens epithelial cellular response to L. monocytogenes
Causton (CAU) 4682 × 45 4616 × 45 multiple exposure × time series S. cerevisiae response to changes in extracellular environment
Gasch (GAS) 6152 × 174 2986 × 155 multiple exposure × time series S. cerevisiae cellular response to DNA-damaging adgents
Golub (GOL) 7129 × 72 1994 × 72 multiple exposure H. sapiens acute lymphoblastic leukemia
Ross (ROS) 9706 × 60 2266 × 60 multiple exposure H. sapiens NCI60 cancer cell lines
Spellman, AFA (SP.AFA) 7681 × 18 4480 × 18 time series, cyclic S. cerevisiae cell-cycle genes
Spellman, ELU (SP.ELU) 7681 × 14 5766 × 14 time series, cyclic S. cerevisiae cell-cycle genes