mercredi 25 février 2015

Getting back real values from normalised data

I have normalised some data and then carried out some cluster analysis using R. I now have the means of my clusters but these are in normalised values, I want to know can anybody help me to get these back to more interpretable values.


To normalise my data I used:


Y= (mydata$EnergyUse-mean(mydata$EnergyUse))/sd(mydata$EnergyUse)


I then crried out my cluster analysis in r which returned my means as



Cluster CerealYield EnergyUse CO2emissions Temp Precip GDP
1 -0.73229499 -0.07829494 -1.767688 0.6356602 -0.3912229 -0.2847595
2 0.61525405 0.70369815 0.5436982 0.3620775 -0.6825516 -0.2200229
3 0.04098394 -0.51104798 -0.1160361 -1.3587098 -0.255205 0.5526377
4 0.19082061 0.0798314 -0.1787448 0.7283415 1.4880912 -0.1926523


how do I make these values more interpretable?


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