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Figure 1.

Examples of CEN and MCC for different confusion matrices.

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Figure 2.

Dotplots of CEN versus MCC.

(a) and CEN versus tMCC (b) for 200 000 random confusion matrices of different dimensions.

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Figure 2 Expand

Figure 3.

Lines describing CEN and MCC of a confusion matrix for increasing ratio .

Gray vertical lines correspond to the examples provided in Fig. 1, Box 4.

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Figure 3 Expand

Figure 4.

Scatter plots of CEN versus MCC for all the confusion matrices of binary classification tasks with s = 5,10,50,75 samples and for the cumulative set of all 4 598 125 matrices with .

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Figure 4 Expand