Concepedia

Discrimination of nasopharyngeal carcinoma serum using laser-induced breakdown spectroscopy combined with an extreme learning machine and random forest method

Yanwu Chu, Tong Chen, Feng Chen, Yun Tang, Shisong Tang, Honglin Jin, Lianbo Guo, Yongfeng Lu, Xiaoyan Zeng

Journal of Analytical Atomic Spectrometry · 2018 · 55 citations · 27 references

DOI

Concepts

Abstract

Plasma emission of biochemical elements in a serum sample.

References

27

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Extreme learning machine: Theory and applications

Guang-Bin Huang, Qinyu Zhu, Chee‐Kheong Siew · Neurocomputing · 2006 · 13.2K citations

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A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data

Bjoern Menze, B. Michael Kelm, Ralf Masuch et al. · BMC Bioinformatics · 2009 · 1.3K citations · Full text

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An improved method to construct basic probability assignment based on the confusion matrix for classification problem

Xinyang Deng, Qi Liu, Yong Deng et al. · Information Sciences · 2016 · 610 citations

, , +9

Tumor Ablation and Therapeutic Immunity Induction by an Injectable Peptide Hydrogel

Honglin Jin, Chao Wan, Zhenwei Zou et al. · ACS Nano · 2018 · 202 citations

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