Sentence examples for supervised statistics from inspiring English sources

PD participated in the conception and design of the study, performed revision and new histological staging of samples, supervised statistics and critically revised the manuscript.

PJD performed LVI assessment, participated in the conception and design of the study, supervised statistics, and helped to draft the manuscript.

PJD conceived of the study, and participated in its design and coordination, and supervised statistics.

The software employs supervised statistical learning.

Mean sample profiles and gene profiles were ranked based on a discrimination score, which is equivalent to the t-statistics z-score, using the Cluster Identification Tool (CIT), based on supervised t-statistics with permutation [111].

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

At the time of writing, Studio contains full 3D rendering capability and has the following functionality: interactive parallel coordinate plots, scatterplot, visual classifier, 2D map and image viewer, sophisticated colour selection (including Munsell colour-space), spreadsheet, statistics package, and supervised and unsupervised neural networks.

In machine learning, one of the standard measures of predicting the performance of trained models is zero-one loss, which is a powerful tool from sampling theory statistics used for analysing supervised learning scenarios [ 22].

But since it is common in classical statistics to precede a supervised, parametric analysis with an explorative approach to check the integrity and quality of the data, we recommend the same here for microarray meta-analyses.

Moreover, features such as image quality metrics [14] and the high-order statistics [15 17] are used through supervised learning to detect the arbitrary hiding scheme.

Therefore, we propose a supervised method that applies pathway information to summarize similarity statistics to a consensus statistic that is more informative than any of the single measures.