Sentence examples for building a decision tree from inspiring English sources

While building a decision tree may be computationally intensive, a completed tree can arrive at a decision quickly.

The final goal is to find a simple structure to show the possible dependencies between the attribute class and the others for building a decision tree with these relationships.

When building a Decision Tree, at each node of the tree, C4.5 chooses the attribute of the data that most effectively splits its set of examples into subsets.

Alternatively, assuming that the original phenotypic labels for samples were correct, we evaluated the signature pathways by building a decision tree [32].

It learns a rule by building a decision tree on the current subset of instances, converting the path from root to the leaf that covers the most instances into a rule.

To assess the predictive power of the variables for patient readmission, Breiman's method [ 12] consists of calculating the mean Gini index associated with the variable when building a decision tree on the training dataset.

Economic evaluation model based on the building of a decision tree.

A crucial step in the building of a decision tree is determining where and how to limit the complexity of the learned trees.

As with building a single decision tree, RF can be computationally complex to build, but quick to classify new data.

This economic evaluation study was developed by building a deterministic decision tree model with sensitivity analysis.

Building a bifurcating decision tree based on observable characteristics has been the traditional method for classifying subjects [ 27].