ListarMAT_Articles por tema "random forest"
Mostrando ítems 1-3 de 3
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Combining Classification and User-Based Collaborative Filtering for Matching Footwear Size
MDPI (2021)Size mismatch is a serious problem in online footwear purchase because size mismatch implies an almost sure return. Not only foot measurements are important in selecting a size, but also user preference. This is the ... -
Intervention in prediction measure: a new approach to assessing variable importance for random forests
Springer Verlag (2017-05)Background Random forests are a popular method in many fields since they can be successfully applied to complex data, with a small sample size, complex interactions and correlations, mixed type predictors, etc. Furthermore, ... -
Ordinal classification for interval-valued data and interval-valued functional data
Elsevier (2023-10-29)The aim of ordinal classification is to predict the ordered labels of the output from a set of observed inputs. Interval-valued data refers to data in the form of intervals. For the first time, interval-valued data and ...