Skip to main content
Fig. 1 | BMC Microbiology

Fig. 1

From: Rapid detection of carbapenem-resistant Escherichia coli and carbapenem-resistant Klebsiella pneumoniae in positive blood cultures via MALDI-TOF MS and tree-based machine learning models

Fig. 1

After obtaining the MALDI-TOF MS data, the 10 Da spectra were divided into one box, and the peaks within the same box were considered as a single property. The maximum peak intensity within each box was used as a representative value. Constructing Decision Tree, Random Forest, Gradient Boosting Machine, eXtreme Gradient Boosting, Extremely Randomized Trees Models

Back to article page

BMC Microbiology

ISSN: 1471-2180

Contact us