Sentence examples for molecular classification problems from inspiring English sources

RFs have been applied in chemoinformatics to QSAR/QSPR modeling, and molecular classification problems [42 44].

These kinds of studies indicate the complexity in finding a consistent molecular classification for such a problem.

In fact, molecular classification of cancer is a specific classification problem, as it incorporates essential double implications: classification and identifying biomarkers of cancer.

One recommended follow-up study is to combine our methods with other established machine-learning algorithms to address the problem of molecular classification of cancer.

Generally speaking, simple classification models are capable of giving good performance in most classification problems, including the molecular classification of cancer, if a small number of features are correctly selected [ 6, 12, 14, 88, 89].

Motivation: Molecular profiles of tumour samples have been widely and successfully used for classification problems.

If molecular classification is to replace the morphologic classification of tumors, several seemingly intractable problems must be solved.

The general correspondence was observed between morphological and molecular classification.

It is widely used in classification problems.

This differs strongly from traditional classification problems.

Most real life classification problems, including text classification, genetic classification, medical classification, and others, are complex in nature and are characterized by high dimensionality.