Sentence examples for improved performance in predicting from inspiring English sources
We show that our new approach has an improved performance in predicting transcription factor (TF) regulations and it also provides additional functional insights to the predicted gene regulations.
Results This independent validation indicated that QRISK offers an improved performance in predicting the 10 year risk of cardiovascular disease in a large cohort of UK patients over the Anderson Framingham equation.
Nevertheless, in accordance with recent reports that a hierarchical structure outperforms a flat one, this study proposes a hierarchical classification and regression (HCR) approach for improving performance in predicting HPC compressive strength.
We found that the neural network with two hidden layers showed a sensitivity of 83% and specificity of 73% indicating a vastly improved performance in successfully predicting the translation initiation site of mRNA sequences with weak Kozak context.
Using the same experimental design as Harrison and Bex [3], we report here that adding more flankers can also improve performance in their paradigm, whereas their model predicts the opposite result.
Our empirical results yield clearly improved performance on predicting both cognitive scores and disease status.
While the performance of InteGRaNet without ChIP-Seq data was similar to InteGRaNet with ChIP-Seq data in predicting TF-mRNA interactions, ChIP-Seq data significantly improved the performance in predicting TF-miRNA interactions.
In order to improve the performance in predicting protein subcellular localizations, one of the keys is to represent the protein sequences with an effective discrete numerical form, which is able to reflect the intrinsic correlation with their localizations [ 28].
We apply iRafNet to construct GRN in Saccharomyces cerevisiae and demonstrate that it improves the performance in predicting TF-target gene regulations and provides additional functional insights to the predicted gene regulations.
