Sentence examples for valid confidence from inspiring English sources
It has been successfully used for various parallel machine learning projects, e.g., Capuccini et al. [21] presents an MLlib-based distributed conformal prediction implementation for valid confidence estimation for large dataset problems and shows the validity and scalability of the algorithms using two large datasets.
We also provide a valid confidence interval called the nonparametric posterior interval for the threshold point.
Based on the characterizations of the identified sets, we provide an inference procedure that is shown to yield valid confidence sets based on inverting stochastic dominance tests.
Recent work has shown that it is possible to establish asymptotically valid confidence intervals for a quantile of the output of a model simulated using variance reduction techniques (VRTs).
What is desired is instead object-based confidence levels, and Conformal prediction is one such mathematical framework that gives valid confidence levels on predictions for each example, and answers the question: How good is your prediction?
Methods to obtain valid confidence intervals (CIs) for numbers of avoidable deaths were developed.
(Multi-response analysis: 3 missing cases; 69 valid cases) Confidence with computers appeared to be age related, with younger nurses having higher levels of confidence across all the areas of competence than their more senior colleagues.
Using successive differences variance estimators greatly improved the precision of the systematic ALS-aided survey and produced valid 95% confidence intervals under the design-based inference.
To accommodate potential overdispersion, and ensure valid 95% confidence intervals, we used quasi-likelihood for estimation and inference [ 32].
Using the bootstrap method, valid bootstrap confidence intervals can be constructed for all common estimators such as the sample mean, median, proportion, difference in means, and difference in proportions.
We partitioned the reporters into five distinct categories of descending confidence: fully valid; Refseq RNA valid; other gene valid; possibly valid; and invalid.
