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Use of misclassification information and hinge loss error in growing/learning criterion helps in approximating the decision function accurately.
The squared loss error and cross entropy error is given below.
Study [18] is adopted for comparison in this paper, but we have made some modifications for [18] in order to allow the algorithm of [18] to be able to support whole frame loss error concealment.
Considering channel characteristics (such as interference, path loss, error rate, and propagation delay) as parameters and the historical behavior of PUs, the characterization module has the ranking of channels found by the sensing function as its aim.
Examination of the mean total blood loss error distribution pooled across all four treatments showed that it was normal (Gaussian) after controlling for the effect of treatment.
RKHS regression estimation is based on minimization of the following functional (e.g. equation 2 in [ 26]): (1) where V y i, g(x i )) is some loss (error) function, the second term in the equation acts as an penalty, and λ is a fixed positive real number that somehow controls the trade-off between the two terms and ∥∥2 denotes the norm under a Hilbert space.
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To protect compressed videos from packet loss, error-resilient video coding becomes a crucial requirement.
In the first category, the methods estimating mean square error (MSE) caused by block-based compression, MSE caused by packet loss errors, and noise estimation methods to compute MSE have been discussed.
These programmes are expected to significantly reduce post partum blood loss errors and result in early alertness, and timely actions on cases of bleeding.
Signal loss errors made up 44% of all errors in Nepal and 28% in DRC, but only 11% in Pakistan (data not shown) and appeared to be related to specific batches of G3 cartridges rather than a general problem.
Verbal fluency was measured with the Verbal Fluency Test [Delis Kaplan Executive Function Scale (D-KEFS)] 71, including both semantic and phonemic fluency, with additional measures of repetition and set loss errors.
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