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A computationally fast algorithm with excellent classification results is obtained.
The proposed algorithm is demonstrated to be successful with excellent classification accuracy being achieved.
Across the EU, 96% of coastal and inland bathing sites met the EU's minimum requirements this year, with more more than 84% attaining the "excellent" classification.
Results show excellent classification levels and satisfactory robustness in both training and test sets.
According to the Scottish Environment Protection Agency, 17 beaches out of the 84 monitored had an "excellent" classification, 38 were "good" but 17 failed.
In addition, partial least squares discriminant analysis (PLS-DA) suggested excellent classification performance between patients and healthy controls.
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Comparing Tables 7 and 9 to Table 5, MCOIN is shown to give excellent classification-based results (particularly on the prokaryotic ChIP datasets) given the overall mean motif conservation and the results on realistic synthetic data.
In gambling treatment samples, the scale has good reliability, exhibits high correlations with DSM-IV diagnostic criteria, and good-to-excellent classification accuracy.
It is established that the SVM classifier has excellent multiclass classification accuracy when the training data and testing data are at identical angular speeds.
In almost all previous gene expression data researches, a subset of genes is commonly selected for excellent cancer classifications.
In many cases, the k-means clustering algorithm has been most frequently used to the field of data mining, fuzzy control systems and prediction since it was designed in simple procedures and excellent ability of classification.
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