Sentence examples for feature ratio from inspiring English sources
The fault feature ratio is derived from the digital Hilbert demodulation analysis with an insightful quantitative interpretation.
The parametric optimization is guided according to the maximization of fault feature ratio, which is a new quantitative measure of periodic fault signatures.
They've got a point on the cost to feature ratio of Macs v. Windows machines in this new Microsoft ad.
If you were to take a cost per feature ratio, and realise that the majority of day-to-day app usage is limited to social media, web browsing, and instant messaging, then the excess power of the iPhone (or even high-end Android devices) is not always needed.
In the machine-learning community it is generally accepted that a sample to feature ratio (SFR) of at least 5 10 is required for robust classification.
In the training set, feature selection is necessary to avoid a small sample-per-feature ratio and has been shown to provide better classification [ 24].
Finally, CCA generally requires a large sample-to-feature ratio to avoid issues with overfitting the data, which raises questions of model regularization.
No significant differences in clinical features, ratio of rheumatoid factor and anti-cyclic citrullinated peptide antibodies and DAS28 score were observed between the two patient cohorts.
For classification problems, Brazdil et al. (2009) mention the number of classes and features, ratio of examples to features, degree of correlation between features and target concept and average class entropy.
Following recent criticisms of purely quantitative analyses of microwear [101], analysis of microwear features is based solely on qualitative comparisons (e.g., average size, shape) and feature-to-feature ratios; raw counts and counts per unit area are provided but not analyzed.
The relative effects on various signal features (ratios of feature strengths in mutants to the original) for these quantities, using the initial parameters noted above, are shown in Figure 4.
