The network provides an efficient approach to prediction by parsimonious modelling and aims to avoid overfitting of data.
The proposed MNN is a valid alternative approach to prediction and programming using artificial neural networks.
Profisi Ensemble uses a two layer approach to prediction.
Here, we used a whole-genome approach to prediction of phenotypes of commercial broiler chickens.
Second, the disease-specific models generally performed better than the combined, suggesting that a disease-specific approach to prediction is superior.
This emphasises the importance of applying an integrated and synergistic approach to prediction model design, as originally specified in our method.
We demonstrate that a thermodynamically based computational approach to prediction of miRNA binding sites on mRNAs can be scaled to analyse complete mammalian transcriptome datasets.
Since elimination of prednisone use in RA patients would be practically intolerable, implementation of prednisone use and/or dose into the IFN-score-based prediction model might be an approach to optimize prediction of treatment outcome.
Such an approach to ARD prediction would support more accurate and cost-effective waste management during operation, and ultimately less costly mine closure outcomes.
A recent publication [26] describes an approach to SoM prediction that applies the PASS algorithm to atom environment fingerprints encoded with 2D descriptors.
