Sentence examples for between classifications of samples from inspiring English sources
If any discrepancies between classifications of samples arose, they were reviewed and the final results reached by consensus.
The latter four indices are different indices for determining the similarity between two groupings, which are the known and predicted classifications of samples in the current analysis.
Classifications of samples according to their parameters are known as Q-mode classifications.
Support Vector Machines [ 31] was used for classification of samples between two categories, and Diagonal Linear Discriminant Analysis, which avoids complex models with excessive parameters in order to avoid over fitting data without loss of performance [ 32] was used for classifications with more than two categories.
Proteins that differ most between treatments will make a greater contribution to the accurate classification of samples and consequently have higher variable importance scores.
Proteins that differ between treatments will make a greater contribution to the accurate classification of samples in RF models and thus have higher variable importance scores.
Classification of samples was performed by calculating Pearson correlations between samples and centroids, assigning samples to the gene expression centroid with the highest correlation.
100% separation between samples of the same taste class (e.g. caffeine and quinine hydrochloride of the bitter class) was also demonstrated, as well as a detection and classification of samples of the same substance with different concentrations.
This level of accuracy in the classification of samples was achieved because of differences in the abundances of individual proteins between treatments.
First, classification of samples into conditions becomes manually intractable and sample descriptions are often insufficient to automate proper classification.
