Sentence examples for construct a robust classifier from inspiring English sources

Although the objective of the DAE approach is to recover the original clean signals, the focus of the noisy training approach proposed here is to construct a robust classifier.

Ultimately, we want to construct a robust classifier that yields accurate and consistent classification results on independent gene expression datasets.

To construct a robust classifier, data redundancy was removed and the dataset had less than 25% identity among the amino acid sequences.

AdaBoost, introduced by Freund and Schapire [ 35], is an algorithm that constructs a robust classifier as a linear combination of weak classifiers.

In this paper, we shall construct a robust test for the mean change in a sequence.

The second layer of phishGILLNET (phishGILLNET2) employs AdaBoost to build a robust classifier.

The second layer of phishGILLNET (phishGILLNET2) employs classifier ensemble technique AdaBoost and topic probabilities as features to build a robust classifier using several base learners.

This layer employs AdaBoost and Co-Training algorithm to build a robust classifier using large corpus of unlabeled data.

Here we design a new nonparallel support vector machine (U-NSVM) that can exploit prior knowledge embedded in the universum to construct a more robust classifier for training.

For this purpose a robust classifier is necessary.

phishGILLNET3 builds a robust classifier using only a fraction of labeled samples and applying Co-Training to label additional samples.