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Table 1 Details of the bioassay datasets used in the experiments

From: Comprehensive ensemble in QSAR prediction for drug discovery

Assay ID

Description of BioAssay

# Active

# Inactive

1851_1a2

Cytochrome P450 Panel Assay, cyp1a2

5,902

6,974

1851_2c19

Cytochrome P450 Panel Assay, cyp2c19

5,840

7,135

1851_2c9

Cytochrome P450 Panel Assay, cyp2c9

4,065

8,361

1851_2d6

Cytochrome P450 Panel Assay, cyp2d6

2,601

10,826

1851_3a4

Cytochrome P450 Panel Assay, cyp3a4

5,175

7,446

1915

Streptokinase Expression Inhibition

2,219

1,017

2358

Inhibitors of Protein Phosphatase 1 (PP1)

1,006

934

463213

Inhibitors of tim10-1 yeast

4,138

3,234

463215

Inhibitors of tim10 yeast

2,941

1,695

488912

Inhibitors of Sentrin-specific protease 8

2,491

3,705

488915

Inhibitors of Sentrin-specific protease 6

3,568

2,628

488917

Inhibitors of Sentrin-specific protease 7

4,283

1,913

488918

Inhibitors of Sentrin-specific proteases

3,691

2,505

492992

Inhibitors of KCNK9 ∗

2,094

2,820

504607

Inhibitors of Mdm2/MdmX interaction

4,825

1,406

624504

Inhibitors of the mtPTP †

3,944

1,090

651739

Inhibition of T.cruzi proliferation

4,043

1,322

651744

NIH/3T3 (mouse embryonic fibroblast) toxicity

3,099

2,303

652065

Molecules that bind r(CAG) RNA repeats

2,965

1,286

  1. The 19 bioassays are those specified in [10]
  2. ∗Two-pore domain potassium channel
  3. †Mitochondrial permeability transition pore