Sentence examples for identify a classifier for from inspiring English sources

We applied a semi-supervised recursively partitioned mixture model to the CpG island methylation data to identify a classifier for prediction of case status in the training set.

Cha et al. (2010) have recently identified a classifier for hepatotoxicity prediction, specifically for non-steroidal anti-inflammatory drugs (NSAIDs) by analyzing differential gene expression profiles in HepG2 cells.

Next, we describe how to train a classifier for identifying temporal relations.

Second, how can we train a classifier for identifying relations?

For example, a classifier for prochloraz-ovary would refer to a number of gene features identified from the ovary microarray data of prochloraz-treated fish.

Of note, a recent study for the prediction of BRCA1/2 mutation-associated hereditary breast cancer identified a 35-miRNA classifier for the prediction of BRCA1/2 mutation status with a reported 95% and 92% accuracy in the training and the test set, respectively [ 96].

Logistic regression was used to build a classifier for prognosis.

A classifier for BRCA2 has been more problematic.

The differentially expressed gene sets may then be used to determine the involvement of a particular biological pathway in disease, and may serve to identify disease classifiers for diagnosis, prognosis, prediction analysis and patient stratification.

This early success suggests that it may be possible to identify TSP classifiers for other important diseases and quickly develop new inexpensive diagnostic tests.

These relevant units of text were used in a combined way to identify a suitable composition that resulted in a more effective classifier for triage.