Sentence examples for sample for building from inspiring English sources
The artemisinin data set was far smaller and required a larger data sample for building, selecting and assessing the models.
PCA is an unsupervised method in the sense that no considerations are made regarding the samples for building the model.
When there are <3 independent studies and <20 samples for building the model, TileProbe results should be interpreted with extra caution.
In particular, for each iteration of the PC analysis, one of the 196 eyes was set to be the test eye and the remaining 195 eyes were used as the sample eyes for building the transformation map between the OCT and the visual field with the MLR analysis.
In the present research, comparisons are also made between the measured values of samples selected for building the neural network model and network predicted results.
In high-dimensional applications, it is often desirable to build a classifier using only a subset of features due to the fact that (i) many of the features are not informative for classification and (ii) the number of training samples available for building the classifier is substantially smaller than the number of possible features.
This approach requires the assumption that, at each probe, most samples used for building the probe model do not contain biologically relevant signals.
Sample code and instructions for building the optimization models in this paper are provided for use without a license in Additional file 4 (see Additional file 3 for the software package).
These methods require trained source classifiers and the target data during training thus the source training samples are not required for building the classifier in the target.
We mapped the Illumina RNASeq using the ReadsMap program [ 72], which provided intron position information to Fgenesh for building sample-specific gene models.
In rare cancers, even a worldwide network for sample collection would not suffice for building a statistically sound catalog of recurrent genetic alterations.
