Sentence examples for to increase the classification from inspiring English sources

In order to increase the classification accuracy and eliminate redundant features, a hybrid feature selection algorithm is proposed.

In particular, the proposed approach helps to increase the classification accuracy, while enhancing classification efficiency by requiring considerably less features.

The paper focuses on how to construct a successful set of classifiers, which periodically collaborate, to increase the classification accuracy.

Both feature selection techniques and the proposed method can simultaneously be applied to increase the classification accuracy.

The authors used classical machine learning algorithms (SVM, KNN, and Decision Tree) and boosting to increase the classification accuracy.

Then, in the second phase, combinations of features are used to increase the classification power of the algorithms.

Instead of directly setting the classification thresholds values needed to produce a catalogue of the expected size, we decided to sequentially increase the classification threshold, that is, the estimated probability of being a synaptic gene that a gene must exceed to be classified as synaptic.

Experimental results show that our method is able to simultaneously increase the classification efficiency and the generalization ability of the SVM.

Apart from utilizing PRSs, in the paper we also propose simultaneously employing the Mahalanobis distance as the dissimilarity-measurement criterion to increase the DBCs classification accuracy.

Choosing the right features to increase the success of classification is the key point.

In addition, this work discusses the construction of a knowledge-rich financial risk management process to increase the usefulness of classification results in financial risk detection.