Cross-validation provides a relatively unbiased estimate of the generalization capacity of the algorithm by separating the trials used for training from those used for testing.
Milan judges recently separated the trial of Mr. Berlusconi from others in the case because his busy schedule kept him away from court too much.
Here's the catch: Soundproof glass and a forty second delay separates the trial from journalists, and a mute button is at the judge and security's disposal.
The SVM model used a linear kernel function and default parameters (a fixed regularization parameter C = 1) to compute a hyperplane that best separated the trial responses.
For consistency with our previous model fit, we did not separate the trials into approach and avoid CS+ as in the analysis of Van Gucht et al. (2008).
Since most patients with abnormalities in lipid levels are currently treated with statins we separated the trials into those in which there was no statin treatment compared with those in which some or all of the participants received statin treatment.
A 500 ms fixation screen separated the test trials.
A 500 ms fixation screen separated the study trials.
The search results were exported to Excel and the studies were sorted first by primary study design in order to separate the interventional trials from the observational studies.
The trials with autoclaved soil were close each other and located mainly in the negative part of F1 axis; they were clearly separated from the trials with autoclaved soil that were located in the positive part of F1 axis.
