Sentence examples for calculating classification from inspiring English sources

Here I show that the most common methods of calculating classification images by averaging stimulus noise samples within stimulus-response classes of trials are much more general than has previously been demonstrated, and that they give unbiased estimates of an observer's template for a wide range of decision rules and non-Gaussian stimulus noise distributions.

For an overview of the relationships between chemical and toxicological approaches to the identification of potential EA-EDs, we calculated classification statistics of pairwise comparisons of in vivo mammalian long-term reproductive toxicities, receptor-based in vitro activities, and structural alerts of potential EA-EDs.

Using the predict function, we then classed individuals as affected or unaffected based on the final tree, and used the predicted and actual disease status to calculate classification accuracy.

LCA methods may calculate classification probability using different approaches.

Applying the CKD273-classifier to CE-MS data of unknown samples, MosaCluster calculated classification scores, based on the amplitudes of the 273 CKD biomarker peptides.

A leave-one-out procedure was used to calculate the percentage of calls correctly classified, and a subset of the data (N = 93) was entered into a nested permuted discriminant function analysis (pDFA, Mundry and Sommer 2007) to re-calculate classification scores whilst controlling for caller identity.

The choice of k is optimized by calculating the classification algorithm ability with different k values.

The models were evaluated by calculating the classification errors and the root mean square error of prediction (RMSEP) for independent validation sets.

To ensure that our classification results were not based on factors randomly discriminating between groups, we reran the whole-brain and ROI-based classification for comparison 30 times by randomly assigning all subjects to the three groups independently from the clinical diagnosis and calculating the classification accuracy by using the leave-one-out procedure described above.

Protocol for calculating segment classification color variables.

Since Q5 added an additional level of complexity to the classification algorithm, CCRs were calculated for classification algorithms with and without Q5 to determine whether classification complexity could be reduced without sacrificing CCR.