Wrapper-based gene selection with Markov blanket
Sign Up to like & getrecommendations! Published in 2017 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2016.12.002
Abstract: Gene selection seeks to find a small subset of discriminant genes from the gene expression profiles. Current gene selection methods such as wrapper-based models mainly address the issue of obtaining high-quality gene subsets. However, they… read more here.
Keywords: wrapper based; gene selection; gene; markov blanket ... See more keywords
Predicting heart failure using a wrapper-based feature selection
Sign Up to like & getrecommendations! Published in 2021 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v21.i3.pp1530-1539
Abstract: In the current health system, it is very difficult for medical practitioners/physicians to diagnose the effectiveness of heart contraction. In this research, we proposed a machine learning model to predict heart contraction using an artificial… read more here.
Keywords: heart; feature selection; based feature; wrapper based ... See more keywords
A Tent Lévy Flying Sparrow Search Algorithm for Wrapper-Based Feature Selection: A COVID-19 Case Study
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DOI: 10.3390/sym15020316
Abstract: The “Curse of Dimensionality” induced by the rapid development of information science might have a negative impact when dealing with big datasets, and it also makes the problems of symmetry and asymmetry increasingly prominent. Feature… read more here.
Keywords: wrapper based; search algorithm; feature; algorithm ... See more keywords