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Preliminary results of using the RNAbuilder tool (S.C.Flores et al., submitted for publication) to constrain known tertiary contacts in our full atomic models show improved INF scores.
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Clearly, all the consensus models showed improved performance as compared to their constitutional ones.
Two GEP models have been developed, and the prediction uncertainties of the developed GEP models are quantified and compared with those of existing models, showing improved prediction accuracy in favor of GEP models.
Both the locally tuned MeSAA and the regression models showed improved performance comparing to the original MeSAA, with R2 of 0.78 and 0.84, RMSE of 12.36 µatm (3.14%) and 10.66 µatm (2.68%), MB of 0.00 µatm and − 0.10 µatm, MR of 1.001 and 1.000, respectively.
Heteroskedastic error WGP models showed improved model fit and enhanced prediction accuracy compared to homoskedastic error WGP models although the magnitude of the improvement was small (less than two percentage points net gain in prediction accuracy).
The consensus model showed improved results as compared to the individual constituent models, while the prediction accuracy is still limited when the model coverage increases.
The results indicated that the proposed model shows improved accuracy of intrusion detections, thus suitable for information extractions in high-dimension space.
The proposed model showed improved forecasting accuracy on both peak prices and overall system compared with the forecasting model using a single SVM.
Efficacy study of CLX-103 in acute dextran sodium sulfate (DSS) mouse colitis model showed improved potency measured as Disease Activity Index (DAI) and histological scores in the colon as compared to sulfasalazine.
Moreover a prototype attack detection system based upon the proposed model showed improved performance and detection rate and low rate of false positives while detecting OWASP's top ten listed web attacks.
In heatstroke models, there have been conflicting results with a rat model showing improved fibrinolysis [ 49], but no change in fibrinolysis in a baboon heatstroke model [ 50].
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CEO of Professional Science Editing for Scientists @ prosciediting.com