Sentence examples for a relatively small dataset from inspiring English sources

It is a relatively small dataset with 4279 compounds and with a ratio of 1 active to 70 inactive compounds (1.4% minority class).

Kutterolf et al. (2013) did not investigate a global dataset but instead the activity in the Central American Volcanic Arc and locations around the Pacific rim, resulting in a relatively small dataset for each glacial cycle.

Nevertheless, our application of AICC, may correctly adjust AIC values for small sample size bias, but should not be interpreted to completely preclude the possibility of our large model overfitting a relatively small dataset.

The validation was carried out on a relatively small dataset named 3D-ali (Pascarella et al., 1996).

Given that we used a relatively small dataset, it is difficult to conclude that these variants have no effect.

The multivariate models utilise a large number of variables, including interaction terms, on a relatively small dataset.

In this relatively small dataset, a by-village approach to Poisson regression modelling and spatial clustering using village as the spatial unit are rather similar.

Because of the relatively small dataset size (200 proteins), the method was cross-validated, instead of creating separate training and test sets.

Linear regression showed better predictive ability than Random Forest, although this may be due to our relatively small dataset (approx. 150 cases).

The relatively small dataset contained 195 expression profiles from six different microarray studies.

It is difficult to judge the significance of this due to the current, relatively small dataset.