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Steps for data prediction

2025-02-28 Update From: SLTechnology News&Howtos shulou NAV: SLTechnology News&Howtos > Internet Technology >

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Steps for data prediction:

Data preprocessing (normalization)

(1) outlier handling (for data that obey normal distribution or approximate normal distribution, and the number of measurements is more than 10, Rajda criterion, that is, 3 Sigma criterion, that is, outliers if the deviation is more than 3 Sigma)

(2) normalization (the normal data after eliminating abnormal values are dimensionless by range normalization, and the results are as follows: [0Jing 1]. Data prediction (neural network prediction, or grey prediction, or differential equation prediction)

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