Variable selection using Mean Decrease Accuracy and Mean Decrease Gini based on Random Forest

By Hong Han, Xiaoling Guo, Hua Yu. 2016 7th IEEE International Conference on Software Engineering and Service Science (ICSESS), 2016

396 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Computer Vision and Pattern Recognition, Molecular Biology

View Paper: https://www.semanticscholar.org/paper/686613016275bba09515bc3a5536156b6387acc0

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Alireza Arabameri
2. Thomas Blaschke

In Computer Vision and Pattern Recognition

1. Thomas Blaschke
2. Gong Cheng
3. Junwei Han
4. Lucian Dragut
5. Liangpei Zhang
6. Xiaoqiang Lu
7. Darius Phiri
8. Norman Kerle

In Molecular Biology

1. Thomas Blaschke

Citations in the corpus

• Flood Susceptibility Assessment Using Novel Ensemble of Hyperpipes and Support Vector Regression Algorithms (2021, methodology): “The following equation was used to calculate the value of variables’ importance through the MDA index [63].”