Sentence examples for both binary and multi-class from inspiring English sources

This was applied to both binary and multi-class classification problems using KDD Cup '99 benchmark dataset.

We provide the algorithm for both binary and multi-class cancer classification.

The TSG classifier is in a simple unified form for both binary and multi-class cases.

In this article, we presented the TSG classifier, an improved version of TSP family classifiers for both binary and multi-class cancer classification.

Table 3 summarizes the comparison of our algorithm (of both binary and multi-class versions) with others by the cross validation error rates.

The performance of the proposed TSG marker selection and classifier is evaluated on both binary and multi-class microarray expression data.

All these existing implementations can be regarded as the state of the art to improve the performance with more sophisticated techniques, both for the binary and multi-class imbalanced datasets.

To achieve a good accuracy rate, the base learners are built with pairwise coupled binary and multi-class classifiers.

Binary and multi-class experiments were performed comparing the proposed CT-Learn against TTI [36], HTLIC [22], and an SVM model trained only on the target data.

On the other hand, Cheng et al. [30] proposed the use of ELM methods to classify binary and multi-class network traffic for intrusion detection with high accuracy.

Extreme learning machine (ELM) has been an important research topic over the last decade due to its high efficiency, easy-implementation, unification of classification and regression, and unification of binary and multi-class learning tasks.