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. 2016 Mar 15;11(3):e0151263. doi: 10.1371/journal.pone.0151263

Fig 5. Permutation distribution of the estimate (repetitions: 10,000) as the 4,000 most discriminating features were used in the linear support vector machine classifier.

Fig 5

GR0 is the generalization rate obtained by the classifier trained on the real class labels. With the generalization rate as the statistic, the classifier learned the relationship between the data and labels with a probability of being wrong < 0.0005.