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Keyword: Statistical Column Normalization
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8 Pages, 689 KB Download PDF

Efficiency Comparison in Prediction of Normalization with Data Mining Classification

Advances in Science, Technology and Engineering Systems Journal, Volume 6, Issue 4, Page # 130–137, 2021; DOI: 10.25046/aj060415
Abstract:

In research project, efficiency comparison study in prediction of normalization with data mining classification. The purpose of the research was to compare three normalization methods in term of classification accuracy that the normalized data provided: Z-Score, Decimal Scaling and Statistical Column. The six known classifications: K-Nearest Neighbor, Decision Tree, Artificial Neural Network, Support Vector Machine,…

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(This article belongs to Section Statistics & Probability (STP))

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