Sentence examples for small data samples from inspiring English sources

Users typically create their analysis macros step by step, making use of the interactive C++ interpreter CINT, while running over small data samples.

For small data samples, the proposed method has a lower relative estimation error of the measurement results compared to the grey bootstrap method and the Monte Carlo method.

Because of time, cost or safety restrictions, multi-sensor measurement results are commonly of poor information characterized by small data samples and an unknown data distribution.

An additional advantage of the LM-NS method is to avoid the numerical problems (e.g., convergence problems) that may occur with the ML method when estimating parameters for small data samples.

Small data samples are often cited as a primary reason for poor model performance.

This may lead to large errors when simulating precipitation distributions in dry climates from small data samples.

Double cross-validation was applied to each small data sample.

But if the same retailer wants to know what percentage of social media comments on a particular product are negative, a very small data sample is sufficient.

Further, it is shown that BP is generally preferable over PSO for imbalanced training data especially with small data sample and large number of features.

The data partitioning into the 'oracle' data set and the small data sample was repeated 6 times.

Several different partitions into small data sample and 'oracle' data set were generated to average random fluctuations.