Results 261 to 270 of about 87,928 (288)
Some of the next articles are maybe not open access.
Ensemble-Based Wrapper Methods for Feature Selection and Class Imbalance Learning
2013The wrapper feature selection approach is useful in identifying informative feature subsets from high-dimensional datasets. Typically, an inductive algorithm “wrapped” in a search algorithm is used to evaluate the merit of the selected features. However, significant bias may be introduced when dealing with highly imbalanced dataset.
Pengyi Yang +4 more
openaire +1 more source
Exergy method to evaluate building wrapper performance
2012Among the objectives of the Directive 2002/91/EC, Building wrapper is a very important building subsystem to control energy dispersion and consumption. The Architect should be able to change the wrapper energy performance in order to control energy consumption. How to value and compare this energy dispersion with exergy analysis?
FABBRI, KRISTIAN +2 more
openaire +1 more source
Selecting the Optimal Classifier for Wrapper-Based Feature Selection Methods
Proceedings of the Pakistan Academy of Sciences: A. Physical and Computational SciencesDimensionality reduction, the elimination of irrelevant features, and the selection of an optimal subset of features are critical components in the construction of an efficacious machine learning model. Among the various feature selection methodologies, wrapper-based methods yield superior results due to their evaluation of candidate subsets.
Farzad Zandi +2 more
openaire +1 more source
An Uncertainty-Accuracy-Based Score Function for Wrapper Methods in Feature Selection
2023 IEEE International Conference on Fuzzy Systems (FUZZ), 2023Mansoureh Maadi +2 more
openaire +1 more source
Improving Air Pollution Prediction Modelling Using Wrapper Feature Selection
Sustainability, 2022ahmad zia Ul-saufie +2 more
exaly
A novel multi-objective forest optimization algorithm for wrapper feature selection
Expert Systems With Applications, 2021Babak Nouri-Moghaddam +2 more
exaly
Methods for Enhancing Safety Wrapper Design.
2023Luping Chen, John H. R. May
openaire +1 more source