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Subjective experiment results on the images are used to train and test the model, which has achieved good quality prediction performance.
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Thus, by optimizing the combination of these two networks we obtained a good representation of membrane interactions while maintaining a good prediction performance.
A high Pr value would indicate good prediction performance and that the response was predictable.
Some variables associated with good quality performance were lacking in study hospitals.
One-step iterative prediction based on CPRBF network has good prediction performance.
The HMM classifier achieved a very good prediction performance for the Cypriot dataset.
The appropriate hyperparameter selection can achieve good prediction performance for the multi-linear model.
All three approaches yield the QSAR models with good prediction performance.
The proposed model has a very good prediction performance and significantly outperforms the traditional regression model.
Figures 5 and 6 prove that: One-step iterative prediction based on CPRBF network has good prediction performance Comparing with RBF network, CPRBF network has better performance on iterative prediction, in terms of convergence and stability.
Compared to three other protein function prediction methods, our approach shows very good prediction performance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com