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If the algorithm didn't have enough information to estimate a cardinal direction, it would report out an "unknown" data point.
Because of time, cost or safety restrictions, multi-sensor measurement results are commonly of poor information characterized by small data samples and an unknown data distribution.
The total similarity deviation of (21) turns out to be upper bounded by ∑ d = 1 D ε i d, j d ( max ) d 2. For another instance, the similarity measure adopted by SVM [22] in classifying an unknown data point appears likewise to be inner product-based.
The CV technique is an effective method for evaluating the predictive capability of a statistical model for an unknown data set based on the generalization error (GE) (e.g. Bishop 2006; Kuwatani et al. 2014), and this approach has been generally applied to model selection (e.g. Stone 1974, 1977; Geisser 1975).
While non-stationaries have a great effect in the S1S2-validation, since the test set has an unknown data distribution, this effect should be minimized when using a crossvalidation (CV), because of the data being permuted and the classifier knowing the data distribution from both sessions.
A trended Kriging model is known to improve the overall accuracy and efficiency of surrogate modeling; however, most studies have focused on a non-trended Kriging model because of the difficulty in the identification of a trend from an unknown data set.
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If I try to recap, the FBI is working with an unidentified third party using an unknown method to unlock an iPhone with unknown data.
Reliability analyses should necessarily be a risk base linked with the losses from failures, in which decision on allocation reliability or reallocation in uncertainty condition on a basis of unknown data is new challenge.
For each variable, if necessary, a subgroup with unknown data was constituted.
Missing numbers are a result of unknown data Overall and disease-free survival were determined according to the Kaplan Meier method.
However, to minimize bias, we censored such men from our analyses and used self-reported H. pylori infection data to classify a portion of the unknown data.
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