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The performance of this model has been benchmarked on both classification and time series prediction problems.
The training of the two networks fails on both classification tasks, due to the vanishing gradient problem.
A similar comment can made with respect to ethnicity, although an ethnic influence on both classification and valuation has already been identified within the US population.
The highest kappa values were found for inter-observer agreement on non-surgical treatment on both classification rounds, mean kappa 0.59 (95% CI 0.52-0.66) and 0.55 (95% CI 0.48-0.63).
Several studies investigated the agreement (percentage of cases with the same diagnosis on both classification systems) between various versions of the ICD and DSM as well as the concordance (percentage of cases with a positive diagnosis by both classification systems out of all cases with a positive diagnosis by either system) of mental disorders.
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On the other hand, both classification systems achieved high specificity of 87%and94%4%, respectively.
There have been some studies to date on both the classification of PD and estimation of gait parameters.
Our results are consistent with the report that SVM shows mostly good performances both on classification and regression tasks, but other classification and regression methods proved to be very competitive [19].
MMDT simultaneously learns the projection matrices along with the classifier parameters and performs optimization on both through a classification loss based cost function.
In order to explore the effect of missing data on multitask prediction techniques, we assembled complete multitarget data sets to perform activity prediction based on both regression and classification.
Accurate case counts are dependent on both notification and classification.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com