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Computational properties of delay coupled systems

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Figure 1.4: Scheme of a possible data partitioning to avoid optimistic results.
Figure 1.5: Model complexity. This figure shows the 20-fold cross-validation error (blue line) and the training error (green line) as a function of the polynomial degree d of the model
Figure 1.7: Learning curves depicting high bias (left panel) and high vari- vari-ance (right panel).
Figure 1.11: A ROC curve with the line of nondiscrimination. Each step in the curve corresponds to a value of the threshold that separates one class
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