Rockburst is a spontaneous, violent fracture of rock that can occur in deep mines. The research of rockburst has for many years and not yet for satisfactory answers. Based on the data of rockburst cases, and take to mining depth, ratio of the maximum tangential stress of surrounding rock and uniaxial compressive strength of rock, ratio of uniaxial compressive strength and tensile strength of rock and impact propensity score of rock as for the main factors or the four criterion indexes to distinguish of rockburst whether happened, and a predication model of rockburst by the SVM method was carried out. By the verified of the Dongguashan Mine case study, it is showed this method is feasible.

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