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Due to advancement of technology the computational algorithms and computer based data analysis are used for making large and effective decision. Therefore a significant role on the human life is observed the main aim of loping such kind of technology is to provide ease in various domains and making future planning for managing the risk. Among various issues the disaster is also a critical risk in today’s scenario of India. Thus the risk management and disaster management techniques are loped for keep in track the losses in controlled manner. In this presented work a new model using the data mining techniques for predicting the disaster and their place is proposed for lopment. Therefore various different data mining techniques and methods are included for loping the accurate and effective data model. The proposed work includes the three main contributions for prediction based technique lopment. First the pre-processing technique lopment by which the unstructured data is processed and filtered for transform the information into the structured data format. Therefore in this phase the Bay’s classifier is used, Secondly lopment of learning technique for accurate pattern learning of the