This can be refined to improve the results beyond those given in the paper, by calculating thresholds that optimize the performance during a training period corresponding to a subset of the data, before then calculating the performance out-of-sample.
We illustrate the generality of our technique by also accurately modelling the performance of a training algorithm for artificial neural networks and two heuristics for the off-line bin packing problem.
Briefly, SARpy is able to extract sets of rules by automatically generating and selecting substructures on the sole basis of their prediction performance on a training set used as input [51] and irrespective of any a priori knowledge.
In a previous study, Hao et al. tested the prediction performance using a training data set containing 65 positive S-nitrosylation sites and 65 negative samples [20].
Designing a classifier and properly evaluating its performance requires a training set and test set containing a sufficient number of cases (Schulerud et al, 1998; Nielsen et al, 2008).
Finally, we did not look at whether MI might contribute to improve motor performance after a training period, and did not include a control condition which is usually essential before drawing general conclusions.
Amanda Carlson, a registered dietitian who has worked with Mr. Roberts at Athletes Performance, a sports training center in Tempe, Ariz., says good habits make good nutrition.
In order to improve bandwidth efficiency and error performance, a new training scheme is proposed for bit-interleaved-coded modulation in multiple-input multiple-output (BICM-MIMO) systems.
Participants will be instructed to perform the exercises daily and record their performances in a training diary for the duration of week 2 of the trial.
