Prediction error for Serum PTH concentration by each one of the variables included in the analysis.
Mariano Rodriguez
M. Dolores Salmeron
Alejandro Martin-Malo
Carlo Barbieri
Flavio Mari
Rafael I. Molina
Pedro Costa
Pedro Aljama
10.1371/journal.pone.0146801.g003
https://plos.figshare.com/articles/figure/_Prediction_error_for_Serum_PTH_concentration_by_each_one_of_the_variables_included_in_the_analysis_/1642035
<p>The vertical axis of Fig 3 depicts the error in prediction of serum PTH concentration (pg/ml) that will be caused if specific input variable is removed from the mathematical model generated by Random Forest. Paricalcitol, Calcitriol and Calcimimetics are positively associated with PTH because this therapy is given to patients with hyperparathyroidism. The magnitude of prediction error obtained with each variable is being compared with the rest of the variables. Only variables that show a significant effect in predicting values of PTH were included in this analysis.</p>
2016-01-28 12:41:27
rf
pth
kdigo
New Data Analysis System
data analysis system
mineral bone disease
phosphate
1758 adult HD patients
correlation coefficient
variable
mineral metabolism parameters