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Lower error values and higher classification values indicate higher prediction accuracy.
For each classifier, 5 iterations of AUC calculation are performed (corresponding to the 5 possible classification values).
While it is difficult to assign crisp classification values to measurands based on complex overlapping sensory signals, fuzzy logic offers a possibility to mathematically model such systems.
To address this challenge, this paper also proposes a web-based framework (based on RESTFul web services, Asynchronous JavaScript and XML and JavaScript Object Notation) that allows remote users to train ANNs and request classification values regardless user's location and the type of device used.
Tumour size (T in TNM classification) values were available for 155 cases.
λ GU allows the SVM to find suitable classification values depending on the fraction of GU base pairs.
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The algorithm returns a classification value for each examined DNA segment.
This output classification value reflects the algorithm's prediction whether the segment contains a TSS at its centre or not.
The Jacknife classification value was 100% for all taxa but D. d. sylvatica morphotype C with one individual misplaced (Table 3).
Indeed most of the selected markers provide little classification value for cancer status when considered alone as individual markers (Figure 2; [24]) with only CA-125 and C-reactive protein having appreciable classification potential.
A threshold value is applied and the center (nucleotide at position +1) of the examined [−100, +100] sequence is demarcated as NTL if the classification value is below this threshold.
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