Sentence examples for partitions of the data from inspiring English sources

Despite the fact that different partitions of the data may evolve under different models of evolution and partitioned analyses are therefore preferred [ 75 ], alternative Bayesian analyses that combined data for the nuclear and plastid DNA into a single partition were conducted, since by definition they permit phylogenetic reconstructions based on larger numbers of characters.

DataFlows defined in ECL are parallelized across the slave nodes which process partitions of the data.

Decision trees, named after the branching manner in which the algorithm is structured, make predictions based on a series of partitions of the data [49].

One option is to try all possible partitions of the data (except the trivial one in which partitions can contain a single observation).

The process may be repeated, where several cross-validated estimates are computed, using different partitions of the data into folds, and the results averaged.

Since there are different partitions of the data into folds, one can repeat the -fold cross-validation times and then average the results.

Many important parallel applications are data parallel, and may be efficiently implemented on a workstation cluster by allocating each workstation a contiguous partition of the data domain.

If one constructs a histogram of the partition of the data one observes that the values of activation energies seem to gather themselves into a series of rather sharply defined regions.

Figure 4 Partition of the data into folds for the cross-validation procedure.

The common problem with classification technique is the partition of the data into training and test data [33].

The decision tree's prediction of the property value is then based on this partitioning of the data.