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This ability not only provides an improved classification performance but also yields a superior computational efficiency.
It is concluded that the combined classification method together with the object-based change detection analysis leads to an improved classification accuracy and land cover change detection.
Here we present a new version of FCPD (1.2) with more data and an improved classification scheme.
Thus, provided that the inferred Gaussian components are biologically meaningful, this approach should in general lead to an improved classification performance.
Additionally, an improved classification system is necessary in order to better identify other modifiable risk factors and facilitate the introduction of appropriate targets and interventions.
In Section 3, we demonstrate how the choice of different measures (see the previous section) and the weighting scheme proposed in Equation (10) leads to an improved classification accuracy on the three different datasets used in this study.
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As a result, improved classification results compared to common audio features were obtained with the AFs in several challenging classification tasks.
This process led to a noticeably improved classification performance.
In a Net Reclassification Improvement analysis, NGAL improved classification of AKI by 32.4%.
Our method uses a feature selection algorithm which improved classification accuracy by excluding redundant and non-discriminative features.
Furthermore, the addition of these three miRNAs to the Framingham Risk Score improved classification to a greater degree than hsTnT.
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CEO of Professional Science Editing for Scientists @ prosciediting.com