Sentence examples for as a split criterion from inspiring English sources

Using the median of the item-specific solution rates as a split criterion, an exact p value of p = .13 resulted.

who used a fuzzy clustering algorithm for initialization and level-weighted version of BIC as a split criterion.

A fanny algorithm was used for initialization and level-weighted version of Bayesian information criterion (BIC) as a split criterion for an existing cluster as implemented in the R-based RPMM package [ 35].

The Gini impurity measure was used as a splitting criterion to develop the decision trees [ 28].

The Gini index was used as a splitting criterion to stratify the data into various risk subgroups with maximum homogeneity to build the model.

Firstly, a split criterion is proposed for building cost-time sensitive decision trees, aiming at possibly reducing the intangible cost.

A by-product of this random forests methodology, the so-called 'variable importance' list, reflects how often a variable is used as a splitting-criterion.

Considering both the texture magnitude and texture variation, we set the split criterion as follows: SpC=alpha T+beta V, (21).

A binary DT is grown by splitting a node into two child nodes as shown in Figure 2. The training algorithm considers all possible splits, i.e., evaluating every feature and corresponding threshold, and selects the split that maximizes the split criterion and meets a number of other requirements.

When creating a RF, one can use 'classical' trees that use the Gini index as the splitting criterion.

The split criterion Gini is used, which has been proven to be a good choice as explained previously [49] and gave the maximum predictive performance for AhR.