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The main purpose of applying classification approach is to enable healthcare organisations to provide accurate amount of medication.
"Case study-detecting bots in CTU-13" provides numerical results obtained after applying a clustering methodology to the real dataset as well as giving a comparative overview of applying classification techniques.
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Stricter adherence to applying classification of benign solitary lesions could reduce the recall rate and decrease the psychological distress for these women without adversely compromising the cancer detection rate.
It is hoped that this implementation would be of interest to members of the cheminformatics community applying classification approaches to large data sets where performance is hindered by high computational demands.
The main benefit of this research is to apply classification as a first step in the activity and behavior recognition of road-users in traffic scenes.
If none of the applied classification algorithms in any of the used configuration is able to yield a satisfying classification model then it is assumed that there is no measurable influence of the input features on the target class within the available dataset. .
Beyond the content of the applied classification criterion, validation data are useful to select homogeneous cohorts of patients with RA across countries and healthcare systems, making feasible the implementation of surveillance systems aiming to improve care of patients with RA.
The Q-system is one of the most applied classification tool in modern tunnelling.
The second group of segmentation methods applies classification and clustering methods, which can be considered as using prior knowledge implicitly through several training examples, or extracting some statistical features inside images to train a model.
At the end of that section, the applied classification methods Random Forest (RF) and linear SVM are briefly explained (Section 4.5).
In order to characterize CNV in terms of formation mechanisms we applied classification methods similar to those implemented in other studies [5], [22].
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