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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