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Vol. 5, July  Issue 7

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COMPARATIVE ANALYSIS BETWEEN CLASSIFICATION ALGORITHMS AND DATA SETS (1: N & N: 1) THROUGH WEKA

Abstract

Abstract: Data mining is a stage in the knowledge disclosure process comprising of data mining algorithms that used to discovers patterns in the data. Data Mining  likewise can be characterize as an analytic procedure proposed to consider a large data in scan for reliable patterns and deliberate connections amongst factors and after that to agree the discoveries by applying on new subsets of data by the distinguished patterns. Classification [14] is the mainly usually attached data mining system, which utilizes an plan of pre-classified cases to construct a model that can order the number of inhabitants in records on the loose. In classification strategies a model is manufactured in view of preparing data and connected to test data. WEKA is an open source data mining apparatus which incorporates usage of data mining algorithms. In this paper explain about two different tasks Compare between different Datasets with single algorithm and Comparison between different classification Algorithms with Single dataset through different factors.

Keywords: Data mining, classification algorithms, datasets, MAE, RMSE, RAE, RRSE.


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