Figure 3 | Scientific Reports

Figure 3

From: Two sequence- and two structure-based ML models have learned different aspects of protein biochemistry

Figure 3

Combined model accuracy. Each blue point within the violin shows the prediction accuracy for a single protein. The mean accuracy across all proteins, indicated by the blue line, was 82%. The black point and bars represent the mean and 95% confidence interval, respectively. Accuracies of individual models are indicated by red (BERT), green (RESNET), purple (CNN) and yellow (ESM1b) lines.

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