Sentence examples for features representativeness from inspiring English sources

The concepts of an optimal number of features, representativeness of the training data, and the need to avoid overfitting to the training data are stressed.

Moreover despite the representativeness about some major features as gender and age, other features in link with the physicians' volunteering to participate to this survey might influence the PCPs' practices.

Then, an innovative synthesis of 16 satellite-based ISS databases available so far is presented through the distribution of their corresponding features within three categories: spatial and temporal representativeness, data type in terms of component and format, and finally operating mode for the retrieving of the data in terms of price and accessibility.

Representativeness may require long-term representation of many features across space.

Upon describing the genomic background it was also important for us to integrate the findings with known molecular features of the cell lines and to assess their clinical representativeness as tumor models.

In the absence of a consensus relating to quality assessment of health utility studies, representativeness of study population was considered as a key feature [ 14].

This low recruitment rate is a very common feature in online trials [ 20- 22] which has serious consequences for the representativeness of a study sample [ 23].

Such knowledge allows evaluation of representativeness of the participating sample, and statistical adjustments with regard to these features when necessary (see below and page 15).

We assessed the representativeness of the sequences obtained from the multiplex-enriched libraries, using the distribution features of enriched fragments from the eight-probe multiplex-enriched libraries for both A. mellifera and D. rerio.

One would expect that selection biases affect population representativeness of symptom distribution, but should not affect associations between symptom clusters and associated features [ 37].

Another shortcoming of representativeness is that it conveys no information on the relative need for protection of the features in a reserve system.' (Pressey et al., 2002, p. 58).