Sentence examples for supervised principle from inspiring English sources

Bair and Tibshirani (2004); Bair et al. (2006) propose a semi-supervised form of PC analysis, called Supervised Principle Components (SPC).

Furthermore, using the 151 genes for supervised principle component analysis, AA and CAU subjects successfully separated both discovery and validation sets.

This software was subsequently used to analyze the data using supervised principle component analyses (PCA-DA) and t-tests to rank the ion features from most to least significantly enriched due to the fungal parasite-host brain interaction.

Three popular feature selection methods are used for dimensionality reduction of protein feature-sets including unsupervised and supervised Principle Component Analysis (PCA) [ 65], Non-linear PCA (NL-PCA) [ 66], and Independent Component Analysis (ICA) [ 67].

This module is based on a newly programed, dedicated data classifier based on supervised machine learning principles.

- Supervised and semi-supervised training – We distinguish between supervised and semi-supervised training.

CONCLUSIONS: This pilot study provided proof of principle that supervised aerobic training is safe and feasible for postsurgical NSCLC patients.

Although 'high risk' patients were restricted to clinically supervised activity, the underlying principle of the 'signposting' was that decisions were made in collaboration with the patient.

Given a sample, or a number of samples, from a target physiographic unit the landscape search delineates this unit using the principles of supervised machine learning.

Figure 9 Principles of supervised SOMs.

In recent years, a limited number of pilot studies have emerged that provide 'proof-of-principle' that supervised aerobic training is a safe and feasible supportive intervention associated with improvements in cardiopulmonary function and select patient-reported outcomes in postsurgical NSCLC.