Sentence examples for method of supervised from inspiring English sources

Hence, SC-BLSOM is thought to be a kind of hybrid method of supervised and unsupervised learning because phylotype information is added in dividing the species-known genomic sequences into subclasses.

Present studies are focused toward extending this classification scheme to identify all subtypes of tissue composed with an excised lymph node, which has been successfully accomplished in several different organ models using different methods of supervised analysis [ 30, 37].

Recruitment and baseline data will be used to develop statistical models that relate the independent variables to the dependents: Multimorbidity patterns of similar severity will be identified by methods of supervised learning (methods of recursive partitioning like CART [Classification and Regression Trees], logistic regression).

Recently, it has repeatedly come to our attention while reading or reviewing manuscripts submitted to Bioinformatics and other journals that often no proper external evaluations of the whole method consisting of supervised feature selection and subsequent classification is provided.

Next, the multilayer stacking method of the supervised AE is designed to build the supervised deep AE, since the deep network has more abundant and diversified features.

Unlike unsupervised methods, the class of supervised methods needs reference information.

Constrained clustering is another method of semi-supervised clustering within which the final clusters need to satisfy certain constrains.

The study proposes a method for supervised classification of multi-channel surface electromyographic signals with the aim of controlling myoelectric prostheses.

This paper addresses a new method for combination of supervised learning and reinforcement learning (RL).

Our method of RFA uses supervised learning to achieve the highest level of training accuracy and statistical similarity measures to choose the next variable with the least dependence on or correlation to the already identified variables as follows: 1. Insignificant genes are removed according to their statistical insignificance.

For direct comparison, we included two unsupervised methods (Z-SCORE, SPEARMAN) in our evaluation of supervised methods.