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Table 3 The content-specific validation performance values for Dataset I. Boldface indicates the best performer.
The method validation performance reported thereafter will prove this point.
Open image in new window Figure 5 Validation performance curve.
Figure 6 Best validation performance of ANN (a) and training state of ANN (b).
Table 2 The mean validation performance values for the metric [18] and the proposed metric.
However, better validation performance metrics were recorded for the model with taper as the sole predictor.
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Proteins in a set of high-performing models that have an identical cross-validation performance were ranked according to their frequency among models.
Fig. 2 Cross-validation performance results of classifiers.
The obtained model had a leave-one-out cross-validation performance of Q2 = 0.75.
a Cross-validation performance of PCM model constructed by RF classifier based on four different protein descriptors.
It is apparent that the deterministic trend has a better cross-validation performance but a worse in-sample performance.
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