Sentence examples for by training a classifier from inspiring English sources
The application of software module defect prediction is usually addressed by training a classifier with labeled data taken from the software project of interest.
However, we believe that by training a classifier to predict ligandability of pocket points (that represent local chemical neighborhood rather than the whole pocket) we provided a way for sufficient generalization and therefore ability to correctly predict ligandability of novel sites.
The first new machine learning finding is that it is possible to identify which noun (out of 60) a person is thinking about with accuracies far above chance level by training a classifier on a subset of that person's activation data (four out of six presentations) and then making the identification over an independent dataset (the mean of the remaining two presentations).
Interactions between drugs and targets are deduced by training a classifier (i.e. support vector machine or regularized least square).
(C ) Next, we tested the generalization of multi-voxel patterns across days by training a classifier on day 2 (black) and testing it on day 1 (dashed line).
We generalize an enzymatic transformation by training a classifier on the list of activities found for that enzyme in the Braunschweig Enzyme Database (BRENDA; Barthelmes et al., 2007).
To generate the hypotheses by training a weak classifier, instances drawn from an iteratively updated distribution of the training data are used.
As described above, ΔPSI predictions for the BNN were made by training a MLR classifier on the LMH outputs (BNN-MLR).
It is notable that, by training a pattern classifier on the coordinates of EC voxels that showed preferential connectivity with PRC or PHC within a subset of participants, we could reliably predict these voxels in the remaining participant.
A baseline method is created by training a separate SVM classifier on each source domain and then equally combining the classifiers.
They enhanced localization by training an SVM classifier with 436-D vector.
