Sentence examples for class estimation from inspiring English sources
He is one of the developers of CARTª binary tree-structured methods for classification, regression, and probability class estimation and of their extensions to survival analysis and clustering.
Fig. 1 Block diagram of the estimation framework: the raw frames are processed in order to obtain a reliable class estimation of the people in the scene.
By implementing flexible intensity normalization, we corrected this bias in class estimation, allowing boundary correction on a per case basis.
Age class estimation was done based on tooth eruption patterns [ 38]: wild boars less than 12 months old were classified as piglets (n = 49), those between 12 and 24 months as subadults (n = 55), and those over 2 years as adults (n = 112).
All the previous analysis and convergence procedures to the latent class estimation will be carried out with the statistical software Latent GOLD 4.0 (Statistical Innovations, Belmont, MA, USA) The existence of two clinical "gold standards", as previously described, will allow us to compare them against the LCA results.
In these biased classes, estimation of the shrinkage parameter plays an important role in data analyzing.
In addition to the above statistical criteria, we also specified a minimum size for each class (with at least 5% participants in OHTS or 10% participants in EGPS) to ensure reliable within-class estimation.
However, it is also shown that substantial deviations can arise with respect to reaction class based estimation techniques.
In order to meet the need of classification, ranking, and class probability estimation, we discriminatively design three different versions: RSNB-ACC, RSNB-AUC, and RSNB-CLL.
Class probability estimation uses the information of the trained classifier.
Furthermore, the influence of accuracy, correlation structure of the predictor matrix, and dataset size on the quality of class probability estimation was analysed in several simulation studies as well as with real data sets.
