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The values of classification accuracy of the RFBE and the RWPE were 96.4%and79.5%5%.
In addition, the individual values of classification accuracy of all subjects reached over 90% except subject 3.
These values of classification efficiency are comparable with those obtained with a methodology reported recently used for de novo design of synthetic prion domains [ 39].
Each pair of candidate miRNA and candidate pre-miRNA was subject to calculating their values of classification features and then processed by a SVM pipeline [ 24].
The detailed algorithms refer to Section 2. SN, SP, and GM values of classification results obtained from 10-fold cross-validation on the unsampled and sampled datasets are illustrated in Figure 6. Figure 6 shows that the effect of 10-fold cross-validation on the sampled dataset is quite good.
7, 11, 16– 18 The goal of this teaching paper is to illustrate how to specify values of classification parameters for nonprobabilistic 11 and probabilistic sensitivity analyses 5, 7, 11– 15 using two of the three sources of information: validation data and expert judgment.
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In addition to the scientific value of classification schemes of this kind, the determination of rank has a number of practical applications.
One is that the value of classification lies in its function as a heuristic device, i.e. as a help construction.
The leaves are labelled as the decision value of classification.
Then, the number of coefficients is selected according to the maximum value of classification probability.
Iterations of four will produce a stable value of classification accuracy.
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