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IEEE/ICACT20210173 Slide.10
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Let's talk about standardization. Instead of using the original data, the data features are standardized. Standardization is performed using this equation. Using this equation, the features of the data can be converted to 0 on average and one on variance. x_{std} denotes the data after standardization, x denotes the data before standardization, m_{x} represents the average of the data, and s_{x} denotes a sample standard deviation of the data. | |
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