Figure 1 | Scientific Reports

Figure 1

From: Using spectral and temporal filters with EEG signal to predict the temporal lobe epilepsy outcome after antiseizure medication via machine learning

Figure 1

Comparative Analysis of AUC Values Across Different Analysis Strategies and Features. (A) Boxplot representation showing the aggregate AUC values for each analysis strategy. This part of the figure combines results from distinct nine feature groups, with each strategy displaying 45 data points. These points represent the AUC values obtained from fivefold cross-validation for each of the feature groups, thereby illustrating the collective performance across multiple validation scenarios. (B) Bar charts depicting the AUC values for each individual feature under the different analysis strategies. The chart provides a feature-specific comparison, illustrating how each feature group contributes to the overall efficacy of the strategies.

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