Sentence examples for distribution imbalance from inspiring English sources

A well-known fact that often weakens the performance of classifiers is the distribution imbalance of review texts on the positive negative classes.

And though Mr. Frost took up farming in 2003 after inheriting land in Illinois while Mr. Lasater grew up in the saddle, each was focused on addressing the distribution imbalance between the heartland and the coasts, and on increasing name recognition of their brands.

Analysis has shown AUC to be a good metric of evaluators which are classifying data that contains class distribution imbalance [33, 34].

Weight distribution imbalance was observed in animals receiving NP alone (P = 0.048, Figure 4).

Weight distribution imbalance was not observed in the pre-operative, sham, or NP and sTNFRII groups.

Weight distribution imbalance was determined using a repeated measures t-test with a post-hoc Bonferroni correction (imbalance ≠ 50%); differences among treatment groups were analyzed using a one-way ANOVA and a post-hoc Newman-Keuls test.

Decentralization actually exacerbated distribution imbalances between areas in Tanzania rather than improving them [ 24].

In addition to the workforce shortage, the report emphasizes three other workforce challenges: skill mix imbalances, urban-rural distribution imbalances, and poor working conditions, including compensation.

The fact that these differences mostly originated outside official pay channels and were of large magnitude presented a considerable policy challenge to address distribution imbalances [ 29].

The study showed the value of collecting and analysing data on physicians and municipality characteristics, in order to design effective policies to address distribution imbalances across within a country.

Weight-distribution imbalance was determined at each time point by using a repeated-measures t test, with balanced weight distribution represented by a right limb percentage weight near 50%.