An Implementation of Data Pre-Processing for Small Dataset

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Provided by: International Journal of Computer Applications
Topic: Data Management
Format: PDF
Pre-processing in data mining played essential role for enhancing data quality. The basic concept behind is that, learning with accurate and high quality data may provide more efficient classification results as compared to learning with poor quality of data. In this presented paper, a pre-processing technique is implemented with slight modification which is based on the technique given in. In this paper, a promising approach of data pre-processing is provided which utilizes a fuzzy technique in order to improve the data quality.
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