Sentence examples for random splitting from inspiring English sources

Using other preprocessing methods and multiple random splitting of the data sets obtained the similar results.

The support vector machine produced 82% classification accuracy for organic carbon levels by repeated random splitting of the whole dataset.

(5) Random splitting of a peak into two peaks or merging of two peaks into a single peak.  .

The generation of 10 different splits should avoid a validation bias induced by the random splitting procedure.

The random splitting is repeated 20 times, and the average classification error rate and the average number of selected feature subsets are used to estimate the fitness function.

While these results look encouraging, it should be noted that in a random splitting scenario all data points (measured activities of protein-compound combinations) are considered separate entities.

Firstly, the dataset was divided into three random splits and secondly each split was divided into training, calibration, test and validation sets.

We report the mean recognition accuracy over 20 random splits.

All methods performed worse than on the random split benchmark.

This was done for both the random split set and temporal split set.

We also report the mean recognition accuracy over 20 random splits.