Sentence examples for used it to classify from inspiring English sources

We created a training set from a random sampling of around 300 manually classified answers out of overall circa 9000 answers and used it to classify the other remaining answers.

We retrieved patient information recorded in a regional research database and used it to classify cases as definite, possible, or rejected according to the modified Duke criteria (8 ).

We have used it to classify the two previously mentioned lists of mutational drivers that have been recently published, namely, HCDs (Tamborero et al., 2013b) and Cancer5000 (Lawrence et al., 2014), and describe the results of this analysis.

Phoungphol et al. [ 42] used ramp loss function to construct a more robust and cost-sensitive support vector machine (Ramp-MCSVM) and used it to classify multiclass imbalanced biomedical data.

We used it to classify whether treatment would increase or decrease resistance, and found that the classification worked well, with an area under the receiver operator characteristic curve (AUC) of 0.94 (the theoretical maximum is 1, and a classifier that guesses randomly has AUC of 0.5).

We next take the movie-review-trained NB classifier and use it to classify the New York Times sections, both by ranking them and by looking at the words (the above ratio and difference weighted by the occurrence of the words).

Let us build confidence in our definition by using it to classify well-known devices as classical or quantum.

Its accuracy is then measured by using it to classify the members of the remaining group.

We also demonstrated the utility of the extended taxonomy using it to classify eight finished real GSE projects.

We propose a taxonomy to map the DTN congestion control design space and use it to classify existing DTN congestion control mechanisms.

The objective of regression model is to find a projection matrix (W in R^{m times c}) to match the sample labels (F in R^{n times c},) and use it to classify the new samples.