Sentence examples for dealing with small data from inspiring English sources

There's a huge difference in reliability when you're dealing with small data".

Therefore, SVM is more suitable when dealing with smaller data sets.

To achieve the desired coverage, we employ a simple non-parametric method to compute prediction intervals by calibrating estimated prediction errors, and we extend the basic method with a continuum correction to deal with small data sets.

Thresholding and outlining of territories was carried out by the software, with accuracy of chromosome boundaries in each z plane assessed by eye, the most accurate method when dealing with small to medium sized data sets.

Robust statistical detection of differences in the bacterial growth rate can be challenging, particularly when dealing with small differences or noisy data.

Thus, the score-based approach is generally preferred, particularly when dealing with small sample size and noisy data [ 37].

However, their study dealt with small marker data (10 SNPs in real data and 4 SNPs in simulated data) and limited PMV (10% or 20% of missing data).

Other less rigid classification methods were developed, especially for microarray data analysis where we are usually dealing with small number of measurements.

First, when dealing with small sample sizes, including a large number of covariates can lead to overfitting of the data.

However, in its present form it is limited to dealing with small datasets (max. 20 species).

The process for dealing with smaller institutions is well-known.