Fig. 8 | Scientific Reports

Fig. 8

From: Deep learning models reveal the link between dynamic brain connectivity patterns and states of consciousness

Fig. 8

Ablation study performed from the GNW nodes. We evaluate the performance of a trained SVM classifier in predicting the awake state using balance accuracy (BAcc). As input, we take only the raw or perturbed awake dFCs. We denote the corresponding prediction scores as BAcc (vertical red dot line) and \(\tilde{BAcc}\) (vertical blue dot line), respectively. We also display the histogram of \(\bar{BAcc}^i\) when random connections are removed.

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