Sentence examples for for different splits from inspiring English sources

Drastic differences in split support and conflicting evidence for different splits within Thoracica are also seen in the split support spectrum (Fig. 2), the differences are similar to those seen in the network.

Nevertheless, the frequent selection of specific variables for different splits into test and training data indicates the relevance of these predictors.

The above procedure is repeated five times for different splits of training and test examples (outer cross-validation loop).

Fig. 7 Wall-clock completion time for different split sizes.

We have executed the algorithm using the 100M synthetic dataset for different split schemes, more specifically for 10 90, 30 70, 50 50, 70 30 and 90 10% testing training.

In each of the 40 bins, we simply counted the number of different splits observed for the five trees in each bin.

To account for variance in performance estimation, we repeated this entire process (nested 5-fold cross-validation) for 10 different splits of the data into 5 cross-validation testing sets and averaged the results.

For each repeat, the data is split (stratified) into five parts (different splits for each repeat).

Choosing different splits for the data set (e.g. setting aside fewer or more data for the validation) might lead to different results.

Splitting a community into sub-communities was done by random choices, and all the results were averaged on 10 different splits, for each value of p. We used the values of the last section for parameters G, N, L and T. Finally, in order to be able to compare similar experiments, we performed simulated environmental sequencing on a uniformly distributed community of 4991 species.

Finally, the average estimate over all runs was reported by running the above regular 10-fold cross-validation for 100 times with different splits of data.