Sentence examples for predictions estimated using from inspiring English sources
Even the predictions estimated using the same training set and validation set (self-validation: validation set Comm estimated with training set Comm and validation set Prof estimated with training set Prof) fail.
Natural gas and furnace oil price predictions are estimated using forecasts obtained from Sproule Associates Incorporated [32].
The subcellular localization predictions were estimated using PSORT (http://wolfpsort.org/).org/
The mean error in 10-year absolute risk predictions, as estimated using the three case-cohort weighting methods, in comparison to the full cohort estimates, is summarised in Figure 1 for a range of sampling fractions.
Primer sets used are listed in Additional file 4. The isoelectric point and molecular mass predictions were estimated using the compute pI/Mw tool (http://expasy.org/tools/pi_tool.html).html
In the current study, when using the joint reference dataset, genomic predictions were estimated using a two-trait model, in which the same biological trait was considered to be a different trait in the CH and NH populations.
As described in the Methods section, error in age prediction was estimated using data from 80% of the subjects to predict ages in the remaining 20%.
As expected, the prediction performance estimated using the "compounds out" protocol is generally lower than that using "mixtures out" validation.
The results of our comparison of the performance of three MHC-II binding peptide prediction methods estimated using datasets of unique peptides with that obtained using their similarity-reduced counterparts shows that the former can be rather optimistic relative to the performance of the same methods on similarity-reduced counterparts of the same datasets.
The overall accuracy of prediction was estimated using a Partek algorithm that used a 2-level nested cross validation strategy.
For a given value of the meta-parameter(s) θ the prediction model is estimated using K-1 folds, and the predictive capacity of the model is assessed by applying the estimated model to the individuals in the left-out fold and this process is repeated K times so that every fold is left out once.
