Journal of Spectroscopy / 2020 / Article / Tab 2

Research Article

Exploratory Study on Screening Chronic Renal Failure Based on Fourier Transform Infrared Spectroscopy and a Support Vector Machine Algorithm

Table 2

Performance of PSO-SVM, GS-SVM, DA, ELM, and LVQ.

AlgorithmSensitivity (%)Specificity (%)Accuracy (%)

PSO-SVM87.5010093.94
GS-SVM93.7510096.97
DA87.5094.1290.91
ELM63.7590.5977.58
LVQ36.2597.6567.88

Article of the Year Award: Outstanding research contributions of 2020, as selected by our Chief Editors. Read the winning articles.