Sentence examples for based classifier has been from inspiring English sources

A Linear Discriminant Analysis (LDA) based classifier has been developed in order to differentiate between the three mental tasks.

Therefore, we concluded that this gene expression based classifier has been well trained for predicting breast cancer subtypes.

In this article, a domain adaptation (DA) technique using artificial neural networks based classifiers has been proposed using two-level cluster mapping technique by integrating the common data transformation and transfer learning approaches in a single framework.

Image processing approaches; first order surface metrics, gray level co-occurrence matrix (GLC M based texture analysis and minimum distance based classifiers have been used to estimate wear of tricone drill bits in rock drilling.

In this regard, SVM based classifiers have been demonstrated to reliably distinguish patients with major depressive disorder (MDD) from healthy controls based on their resting state functional connectivity patterns [3].

The SVM-based classifier has been developed using 20 dimensions of vector, one for each amino acid.

An SVM-based classifier has been developed, using four dimensions of vector, one for each domain; this achieved 61.41% sensitivity, 90.65% specificity, 76.08% accuracy and 0.54 MCC.

An 11 proteomic feature-based classifier has been developed that associated with OS in a Cox proportional hazards model in the training set (P=0.0006) and also when applied in a blinded test to patients treated with erlotinib alone in the phase II first-line monotherapy trial, ECOG 3503 (n=82, P<0.0001; Salmon et al, 2009).

A summary of the results from different base classifiers have been shown in Table 2.

Feature selection based on an ensemble classifier has been recognized as a crucial technique for modeling high-dimensional data.

In this paper a new classifier has been designed based on the learning automata.