Sentence examples for run the classification from inspiring English sources

A value of j=201 was chosen to run the classification models.

These training signatures were distributed in 15 classes, which were merged later into 10 classes to run the classification.

To shed more light upon the spatial and temporal distribution of discriminative information, we re-run the classification, using the whole 10 intensification sequences with only spatial or only temporal features.

Two filter steps were applied before running the classification algorithms.

AAF created the datasets, ran the classification algorithms, participated in the analysis of the patterns discovered by the algorithms, and drafted most of the manuscript.

Furthermore, using two input sets offers an interesting possibility to iteratively improve performance, e.g., by adding falsely classified abstracts to the 'uninteresting' input set, and re-running the classification.

All data sets and scripts to run the proposed classification approach are provided as Supporting Information S2.

To check that we found of a signature separating adenomas from PTC, but no signature separating sporadic from chPTC, because fewer samples were used in this latter classification task – adenomas are excluded – we ran the adenoma/PTC classification using sPTC only.

Moreover, we ran the whole classification procedure with the feature selection performed in advance outside of the double CV.

Local importances are rarely used and noisier than global importances, but a robust estimation of local importance values can be obtained by running the same classification several times [ 43] and for instance averaging the local importance scores.

Running the same classification on data in which the 'CTB' and 'French' labels were randomly assigned to the 26 tumour samples led to high error rates of 45% (n=5, s.d.=12%, see Materials and Methods), as expected for random classification of slightly unbalanced classes (12 CTB and 14 French samples).