Sentence examples for build the classification models from inspiring English sources

Experimental data consists of 52 color, morphology, and texture characteristic parameters, extracted from images of samples, including four local wheat grades and eight common weed seeds growing in wheat fields of Iran, were used to build the classification models.

Hyperspectral images of oat and groat samples have been acquired by using a NIR spectral camera (Specim, Finland) and the resulting data hypercubes were analyzed applying Principal Component Analysis (PCA) for exploratory purposes and Partial Least Squares-Discriminant Analysis (PLS-DA) to build the classification models to discriminate the two kernel typologies.

In Table 2, we first present the average precision, recall, F scores and Area under the Curve when LinearSVM, DecisionTree and RandomForests were used to build the classification models.

This distance is not unexpected as many algae have been shown to be highly divergent from other plant bHLH sequences [ 11], and only a handful of algae organisms were used to build the classification models.

Furthermore, we compared the time required to build the classification model, which is the duration of the classifier's learning process after applying each feature selection method.

After acquisition of η k, the classical MLR model was applied to build the classification model.

The features, which were selected to build the classification model, are shown in Table 4.

To build the classification model, the function 'rpart' in statistical language R was used.

To build the classification model, 242 known rice pre-miRNAs in miRBase version 9 [ 63] were used as positive samples.

To build the classification model for SC types, coefficients for 21 vocal features were initially estimated via LASSO using the glmnet package implemented in the R software.

The only parameter of this feature selection is the signature size, i.e. the number k of pclusts that will be used to build the classification model.