Sentence examples for best split for from inspiring English sources
All possible splits for each predictor are evaluated and the best split for single predictor is chosen.
The split with the minimum Gini index is the best split of set T. The inputs for calculating the Gini index are the histogram and the counting matrix.
bBased on the indicator variable chosen for the best split.
The number of variables to select for the best split at each node, mtry, was already marked as a tuning parameter by Breiman [ 6].
In particular, it represents the Weka implementation of the decision tree algorithm C4.5, that greedily looks for the best split and the best feature at each node in terms of the information gain measure.
The algorithm for calculating the best split point is similar to the SPRINT algorithm and involves scanning the property list of the continuous property calculation split point or the discrete property technology matrix.
In this study, default choices of the R package ' RandomForest' were used (Liaw and Wiener, 2002), which uses the decrease in mean squared error as a criterion for selecting the best split (Liaw, 2013).
The next best split was almost a second slower.
The core calculates the split nodes and chooses the best split property.
T curr is labeled according to best split information and split property.
