Sentence examples for built a linear classifier from inspiring English sources

We next built a linear classifier model by multivariate Cox regression to predict prognostic outcomes of HCC patients after curative surgery This analysis detected a considerable fraction of variance in HCC prognosis and the area under the ROC curve was about 70%.

To make a fair comparison with the proposed multiple criteria method in this study, only the top 39 genes were chosen to build a linear classifier to be applied to database 2 15 as in the previous section.

Embedded feature selection techniques are those in which the feature selection is intrinsic to the classifier, such as employing l1 regularization on a linear classifier, resulting in a model built using only a small number of features (those with non-zero weights).

Finally, a linear classifier is designed.

For instance, a nonlinear learning method like kNN will in some cases produce a linear classifier.

And you can either learn a linear classifier, or you can learn something more complicated that's non-linear.

Two fuzzy classifiers, a Bayesian classifier and a linear classifier, are designed for vocal folds damage detection based on human vowel voices /a:/ and /i:/ only, and the fuzzy classifiers are compared against the Bayesian classifier and linear classifier.

After feature extraction, we apply a linear classifier for classification.

The original SVM classifier was a linear classifier.

These features were fed into a linear classifier.

Firstly it is a linear classifier and cannot allow for non linear relationships in the data.