Sentence examples for approaches for classification from inspiring English sources

There are two main approaches for classification of emergency and non-emergency events from mobile phone data.

In this paper, we survey the prominent machine learning techniques that have been proposed to solve the problem of review spam detection and the performance of different approaches for classification and detection of review spam.

In the two approaches considered, the use of distributed SVM architectures, which basically reduces the complexity of the quadratic optimization problem of very large data sets, and the use of two sampling approaches for classification of imbalanced data sets were combined and results presented.

SVMs are one of the most successful approaches for classification in text mining [ 26, 27].

Table 1 provides the total prediction accuracies of the existing approaches for classification of protein folds in the DD dataset.

In fact, it can be shown that probabilities can be estimated consistently from RF if some tree-building rules are met (Biau et al. 2008; Malley et al. 2012); see " Machine-learning approaches for classification and probability estimation".

Three architectures were developed with a modular approach for classification.

The proposed AMC follows a step-by-step approach for classification of the modulation schemes.

Serum protein profiling is a promising approach for classification of cancer versus non-cancer samples.

Herein, we discuss a molecular taxonomic approach for classification of A. marginale strain diversity.

We combine the proposed feature extractors with an approach for classification of pose sequences based on string kernels.