Surflex-Dock's scoring function, which contains hydrophobic, polar, repulsive, entropic, and solvation terms, was trained to estimate the dissociation constant (Kd) expressed as − log Kd) unit [41].
One interviewer who was bilingual and fluent in Spanish, and familiar with dental terms was trained and conducted face-to-face interviews with each subject.
As the classifier for each GO term was trained in a one-versus-rest manner independent of other terms, GOPred can be easily extended to cover annotations for more GO terms.
These "Continentals" were enlisted for longer terms and were trained more thoroughly than the militias; they provided Washington with a small but stable nucleus with which to work and proved to be his chief reliance in the dark hours of the war.
It's a high risk strategy because clearly Spotify may get less ad revenue in the short-term, while the algorithm is trained to serve ads that consumers will in fact listen to.
For each functional category (either a KEGG pathway or GO term) a Random Forest classifier was trained, and for each classifier 500 decision trees were generated.
For each GO term, an SVM classifier was trained by empirically determining the set of kernel parameters and features that performed best in a k-fold cross validation of the set of training proteins.
"How will these guards be trained, in terms of evidence gathering, [and] what powers will they have to stop people contaminating crime scenes?
In the medium term, the answer is training and a campaign against corruption among prison administrators and guards and, for inmates, individual assessments, education and employment training.
Rooney was signed by the Italian in January 2012, but found himself surplus to requirements this term and had been training away from the squad, either on his own or with the youth team.
