Sentence examples for based on variable splitting from inspiring English sources

We solve the related optimization problem of recovering the unknown preferences via an iterative algorithm based on variable splitting and alternating direction of multipliers.

Aybat et al. advanced a new first-order algorithm NSA based on partial variable splitting in [7].

"Traditionally, rates are based on variables like gender and age," he said.

To visualize variations in signal distinctness, we use network analyses based on split decomposition and split support spectra.

In such a situation, we would require the measures in Eq. (4) and Eq. (5), the variable importance based on surrogate split, to detect the importance of x 2. On the other hand, the issue on patient segmentation is related to finding a route from the root node to a leaf node in the resulting tree.

To examine whether participants' educational background a rough indicator of their subscription to the scientific worldview moderated effects, we first converted education to a dichotomous variable based on a median split (college graduates vs. "some college" or less).

The CART algorithm recursively splits the data into two groups based on a splitting rule.

The present paper recommends a very simple countermeasure against hypothesis fishing, based on data splitting.

Another advantage of the method is in its simple and intuitive nature (i.e. find the best split by examining all possible splits in all available variables, form subgroups based on this split, repeat in all subgroups) [ 17].

In order to visualise the effects of appraisals on sick leave days, the sample was divided into four groups based on median-splits in the two variables, appraisal of accident severity and appraisal of coping abilities (figure 1).

The proposed method is based on the convex splitting of the energy functional with two variables.