In the high level-speed urbanization and modern automobile technology, road traffic accidents and traffic risk have become a severe mistake in India roads. Drivers’ functioning error and risk-taking behaviour is a major cause of traffic accidents. Under this condition, the demand of drivers’ traffic safety evaluation keeps increasing, mainly for professional drivers like passenger drivers and delivery drivers. This work suggest a data mining framework of drivers’ traffic safety evaluation utilizing drivers’ personal information, traffic violations and traffic accident data files. Model validation and result explanation are given, showing the reasonable and usefulness of our proposed approach.

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