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Fig. 2 | BMC Bioinformatics

Fig. 2

From: A robust data scaling algorithm to improve classification accuracies in biomedical data

Fig. 2

Behavior of data scaling algorithms with/without outliers. Top panels ac: when there is no outlier in the data, the behavior of the Min-max algorithm, Z-score algorithm and the GL algorithm is very similar. Bottom panel df: when there is an outlier in the data, the behaviors of the Min-max algorithm and Z-score algorithm are significantly affected, but the impact of the outlier on the GL algorithm is neglectable

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