rmse:
Calculate the differences between proportions predicted by deconvolution and the values actually measured
Description
A function is used to calculate the root-mean-square error (RMSE) for the accurracy of estimated proportions.
Usage
rmse(x, y)
Arguments
x
proportions from the actual measurement
y
estimated proportions from our deconvolution
Value
A number for RMSE
References
Gong, T., et al. (2011)
Optimal Deconvolution of Transcriptional Profiling Data Using Quadratic Programming with Application to Complex Clinical Blood Samples,
PLoS One, 6, e27156.