Sentence examples for be effective for classification from inspiring English sources

Fortunately, kernel functions that do not satisfy Mercer's theorem have been verified to be effective for classification of sequential data using a kernel function in [18].

Here, the sparse representation-based classifier (SRC) method, which has shown to be effective for classification of image data (e.g., face), is used to construct each weak classifier.

Experiments state that our method is effective for classification.

There are various dictionary learning algorithms that are effective for classification tasks [31 34].

The expression profiles of miRNAs are effective for classification of human cancer [ 20], also several published studies showed a probable link between miRNAs and other human diseases [ 21], since microRNA signatures have been associated with well-defined clinicopathological features and disease outcome [ 22].

As a consequence, a CTT threshold does not seem to be effective for the detection and classification of these areas.

OCFS has been shown to be effective for traditional topic-based text classification, but it depends on the distance/similarity measures between the vectors of the related documents.

Using a LSTM network has been demonstrated to be effective for a wide range of text classification tasks, including sentiment, and can outperform traditional learners such as SVM [10].

Locality-sensitive sparse representation based classification has been shown to be effective for in-air handwritten Chinese character recognition (IAHCCR).

In conclusion, our SDEVLAD is effective for image classification.

These results show that the proposed parameters are effective for stress classification.