In R's predicting modeling, sometimes there is an error:
Error: variables ‘xxx" were specified with different types from the fit
How to fix it?
Mainly the reason for it is that in the data where we did the predicting the data type for some variables are different from the data type for some variables from the modeling.
You can check the data types in the data where we will do the predicting.
Once I found that , there were some quotes in the data which made the data into character. Then I unquoted the data and made the data types into numerical. problem solved.
Sample script:
newData=noquote(newData)
newData$in_dream1<-as.numeric(newData$in_dream1)
newData$selected_by1<-as.numeric(newData$selected_by1)
newData$form1<-as.numeric(newData$form1)
newData$points_game1<-as.numeric(newData$points_game1)
newData$element_type1<-as.factor(newData$element_type1)
I wrote about the solutions to some problems I found from programming and data analytics. They may help you on your work. Thank you.
ezoic
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