1 citations · 1 across the 2 of their papers we have counts for
3 papers
cs.LG2024
Optimization of Inter-group Criteria for Clustering with Minimum Size Constraints
Eduardo S. Laber, Lucas Murtinho
Internal measures that are used to assess the quality of a clustering usually take into account intra-group and/or inter-group criteria. There are many papers in the literature tha…
cs.LG2021★ 1 cited
On the price of explainability for some clustering problems
Eduardo Laber, Lucas Murtinho
The price of explainability for a clustering task can be defined as the unavoidable loss,in terms of the objective function, if we force the final partition to be explainable. Here…
cs.DS2018
Minimization of Gini impurity via connections with the k-means problem
Eduardo Sany Laber, Lucas Murtinho
The Gini impurity is one of the measures used to select attribute in Decision Trees/Random Forest construction. In this note we discuss connections between the problem of computing…