Relative variable importance of responses to each antigen from 100 boosted regression tree models predicting <i>P</i>. <i>knowlesi</i> seropositivity.
- Lou S. Herman (5394569)
- Kimberly Fornace (811015)
- Jody Phelan (3543014)
- Matthew J. Grigg (286975)
- Nicholas M. Anstey (35535)
- Timothy William (286967)
- Robert W. Moon (174651)
- Michael J. Blackman (192013)
- Chris J. Drakeley (146329)
- Kevin K. A. Tetteh (122339)
Publication date
June 2018
DOIAbstract
<p>Median values for the relative variable importance and interquartile ranges are shown for all antigens tested: SERA3 ag 1 (4.8%; IQR 2.5–7.8%); SERA3 ag 2 (50.4%; IQR 43.3–61.4%); <i>Pk</i>SSP2/TRAP (6.5%; IQR 3.7–11.8%) and TSERA ag 1 (34.2%; IQR 26.2–41.8%).</p
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