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The predictive performance of the target prediction algorithm was further investigated for the plasmodial target DHFR, where all 145 instances annotated on plasmodial DHFR were used as a test set.
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On the other hand, the poor predictive performance of the remifentanil target-infusion system incorporating the population pharmacokinetic parameters for remifentanil of Minto et al [ 7] developed using data from adult patients does not meet the criteria for clinical utility [ 18] and thus has a limited utility in pediatric patients.
The predictive performance of the two models was high in both treatment groups (below the target: 0.764 and 0.908 for HP-hMG and rFSH, respectively; above the target: 0.781 and 0.807 for HP-hMG and rFSH, respectively; Fig. 1).
In general, the predictive performance of the model increased after performing data sampling.
This result suggests that using pre-existing knowledge of known compound protein interactions can improve the predictive performance of the method; thus, a supervised learning framework is encouraged for compound target prediction in practice.
Predictive performance of the constructed RBFN classifier is evaluated by performing k-fold cross validation.
In contrast, the predictive performance of the Pan-networks for HLA-A*6801 HLA-A*6801
The predictive performance of the model was internally validated.
The predictive performance of such a simple risk score will be compared with the predictive performance of the PIAMA Risk Score.
Visual and numerical predictive checks demonstrated good predictive performance of the final pharmacokinetic model.
Visual predictive checks demonstrated good predictive performance of the final pharmacokinetic model.
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