Sentence examples for by the classification algorithm from inspiring English sources

The source data of test bed are wave patterns being generated in NS2 and subsequently are analyzed by the classification algorithm in Matlab.

Although we observed a 35% overall median difference between the repeat measurements, only 4% were classified into different classes than their repeat pair by the classification algorithm.

Also, 87% (40 of 46) of the HCC patients in stage I and 89% of patients in stage II were detected by the classification algorithm (Table  3).

Determination of the optimum number of genes (features) to be used by the classification algorithm is usually a difficult task that depends on several factors, including the classification algorithms and the complexity of the data set.

Precision, or the positive predictive value, is calculated as the ratio of the number of correct answers to the number of all the answers given by the classification algorithm.

The coherence and the content validity of the proposed list are ensured by the classification algorithm, grounded on the surgical route, the complexity of the surgical deed and the mass of injured tissue.

The choice of k is optimized by calculating the classification algorithm ability with different k values.

The resulting DNA histograms were visually inspected and nuclei, which should have been removed on the basis of features such as shape and texture automatically, but were missed by the classification algorithms, were removed manually.

In March 2015, Maxeler developed a dataflow implementation of the classification algorithm, by engaging multiple circuits to compute the squared Euclidean distances between points and classes and to compare these to the squared radii (application icon is given in Fig. 12).

Thus, we challenged the classification algorithm by rerunning the analysis excluding the top 20percentt of peaks i.e. those with a very high p-value of 1e-25.

The classification algorithm istrained by a set of data visualizing atherosclerotic tissue from 24 different plaques visualized in vivo.