Sentence examples for generalization quality from inspiring English sources

Extensive experimental study shows that FFNN trained with developed learning algorithm, achieves low prediction error and good generalization quality regardless of outliers' presence in training data.

To improve the generalization quality of CCLS, there are primarily two areas for the future work: (1) Improvement of discrimination ability across audio classes, for example, more accurate estimation of local structure and variance, and (2) redundancy should be further removed from CCLS optimal feature sets.

Ten fold cross-validation is used to measure the generalization quality and scalability of the rules.

Although the sample sizes are too small to make broad conclusions and/or generalizations about the quality of essential drugs in India, they provide at least one reasonable scenario of the cities sampled.

It is clear that broad generalizations about instrument quality cannot be made with confidence.

Moreover, the use of many dimensions adds unnecessary noise in the generated model and affects the quality of learning (generalization).

In this paper, we propose a new type of experimental analysis, called recovery analysis, which is aimed at assessing the ability of a learner to discover a concept change quickly, and to take appropriate measures to maintain the quality and generalization performance of the model.

"Second, Strads and del Gesùs vary tremendously in sound characteristics and quality, so generalizations are hard to make from a few cases, in any event".

His current research interests include automated map generalization, the visualization of data quality and its effect on spatial decision support, the utilization of GPS for computer mapping, GIS, and spatial analysis, and the development of new techniques (for example, spatial association) for the spatial analysis of crime data.

3. Assess generalization by testing cognitive, behavioural, quality of life, functional, mood, and psychological wellbeing outcomes.

These studies were conducted in patients with different cancers and used different instruments to measure quality of life, making generalizations difficult.