Once the HMM is trained, log-odds score relative to a null model is used to discriminate β-barrel membrane proteins from other proteins.
Rivet et al. [16] have adopted the AV coherency of speech (measured by a trained log-Rayleigh distribution) for resolving the permutation indeterminacy in the frequency domain separation of convolutive mixtures.
Based on the trained log-likelihood ratio 'r', smyRNA can locate other ncRNAs on an input genome sequence 'G' by determining the maximally scoring substrings of the input sequence 'G'.
Viewed in terms of parameter reduction, this is a 88.8 % reduction in parameters while actually achieving a 1.6 and 5.3 % relative reduction in WER compared to a much larger DNN sequence-trained with log-mel filterbank inputs and hard aligned targets.
Dizziness visits are identified by a trained abstractor who screens ED logs for any of the following reason for visit terms: dizziness, imbalance, or vertigo.
However, this was a specialized unit with trained GMU nurses completing the sleep logs thus decreasing the risk of observer bias.
It was hoped to train her as a gundog, but the men began to treat her like a pet instead, and from her first day Jefferey's log stated that "our chances of making her a trained gundog are very small".
Designated trained counselors are assigned to provide feedback on the behavioral and thought logs and on issues that the caregivers are concerned about.
ED records that were completed by various ED staff members were reviewed daily with demographic, injury, and treatment information logged into the NEISS database by a designated NEISS coordinator (a trained individual designated by the hospital that was either an ED staff member or contracted by CPSC).
In both cases, the response variable was the log transformed recombination rate in a window minus the predicted value of the trained model for this window.
Finally, the evaluation of new data by trained ANNs is achieved by the Classification module with a complete documentation via printout and log-files.
