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The discontinuities near the thresholds arise because Youden's index is used to set the classification thresholds for the individual networks.
The decision to set the classification threshold to predict out-of-sample data depends upon the business decision.
National directives from the MoH set the classification of HFs as well as, for each type of HF, norms for the minimum staff and equipment requirements based on the minimum inputs required to deliver the health care that a HF ought to provide to the population in the catchment area [27].
For NB and Random Forest classifiers, we set the classification thresholds at 0.8 and 0.7 respectively.
In both partial sets the classification error is around 11-12 per cent, whereas in the ALL set the classification error drops significantly to 2percentnt.
For the LOTUS-DEV set, the classification accuracy is calculated from the number of utterances classified as "written".
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Third, the method is quite scalable to the type of analysis we wanted to perform, i.e. gradually increasing the number of gene features to set the optimal classification under the most parsimonious set of genes.
Prince Mlimandlela Ndamase, spokesman for South Africa's Film and Publication Board, said its appeal tribunal "has set aside the classification decision" after meeting about two weeks ago.
The computed transformation coefficients form the feature set for the classification of good and faulty conditions of the components of centrifugal pump.
The main objective was to test the effect of the addition of terrain descriptor data to the AVHRR data set on the classification results.
All marker proteins are used without any weighting to build up the n-dimensional classification space and to display the data set in the classification space.
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CEO of Professional Science Editing for Scientists @ prosciediting.com