Sentence examples for based on class ratios from inspiring English sources

Care when using Weka's cost-sensitive classifiers is needed - across the board misclassification costs based on class ratios should not be used when comparing differing classifiers for the same dataset.

Our analysis is based on three ratios.

Private companies were valued based on similar ratios.

A panel survey was conducted to obtain the ratio of healthcare resource use based on NYHA class in Korea.

Another advantage is that the proposed method is based on trace ratio criterion, which directly represents the average between-class distance and average within-class distance in the low-dimensional space.

Instead of relying exclusively on classifier confidence we propose to select queries based on the ratio between classifier confidence and the distance to known classes.

Weighted mortality points were assigned to individual organs based on the hazard ratios and were summed.

For example, Black and Scholes (1974) formed portfolios of stocks based on dividend payout ratios.

Punches are more based on ratios than by bottle".

Crashes were first segmented into homogenous subgroups, where the optimal number of latent classes was identified based on bootstrap likelihood ratio tests.

Based on this ratio, two different morphologies have been observed.