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A Hybrid Approach in Random Forest Classification with Genetic Algorithm and Ant Colony Optimization


Varun Malik and Dr. Sanjay Singla
Abstract

Web usage mining as a branch of web mining that deals with the discovery of interesting patterns and knowledge. In web usage mining classification is the important part in processing of web usage mining from server log data. In classification of data various algorithm is defined through which we classified the data. |The different approach of classification in this paper we use Random forest algorithm to classification of server web log data. Here, we described a new hybrid approach in Random forest algorithm combined with Genetic algorithm and AntColony optimization. The new approach gives better result with respect to Random Forest algorithm.

Volume 11 | 01-Special Issue

Pages: 997-1003