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Moreover, since the classification result is immediately available, both sides are able to efficiently assess the correctness of the system.
Moreover, since the classification mechanism is designed according to the edge properties and the intrinsic idea of fractal coding, the quality of the decoded image can be preserved.
Since the classification technique is based on a supervised learning mechanism, it needs to be trained for possible normal and faulty states of SG.
This is not unusual, since the classification model provided by the decision tree can serve as an explanatory tool to distinguish between objects of different classes [32].
This sequence is usually smoothed to improve the segmentation performance, since the classification of frames produces some spurious labels because adjacent frames are poorly considered.
Since the classification maps only one class to a question, we would need to decide which class to assign to questions of overlapped types.
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The squared kappa coefficients were high despite these low PAs since the classifications made by the referring physicians were close to the ones made by the physician at the nuclear department on the five-grade scale.
Since the classifications are qualitative, the divisions between the classifications are blurred and the ranges are drawn overlapping.
Since then, the classification has been revised periodically to accommodate new knowledge of disease and health.
Based on these findings, the histological characteristics of the T and N categories of the pTNM classification should be improved, since the pTNM classification is the global prognostic classification for patients with IDC of the breast.
As a base classifier, we choose RF for CC-MLE and DRABAL since RF outperformed the classification performance of SVM and KNN classifiers.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com