Classification and prediction of toxicity of chemicals using an automated phenotypic profiling of Caenorhabditis elegans

Table 1 The cross validation prediction performance

Compound name	Cross-validation accuracy (%)	Compound name	Cross-validation accuracy (%)
Potassium chloride	93.3	Diquat dibromide	77.4
Cadmium chloride	78.6	Glycerol	96.3
Atropine sulfate	88.9	Sodium dichromate	90
Lactic acid	100	Manganese chloride	90.6
Anhydrous two propanol	98	Sodium chloride	82.5
Ethanol	90.6	Trichloroacetic acid	100
Ethylene glycol	94.6	Citric Acid	81.8
Sodium Fluoride	100	Orthoboric acid	98.2
Sodium Hypochlorite	89.6

ISSN: 2050-6511