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PMMLExample
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| exp1<-rnorm(100000) | |
| exp2<-rnorm(100000) | |
| exp3<-rnorm(100000) | |
| noise<-rnorm(100000) | |
| lin.pred<-5*exp1+2*exp2+6*exp3+noise | |
| response.prob<-1/(1+exp(-lin.pred)) | |
| response<-as.numeric(response.prob>0.5) | |
| toy.data<-data.frame(response, exp1, exp2, exp3) | |
| write.csv(toy.data, 'ToyData.csv', row.names = FALSE) |
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| "response","exp1","exp2","exp3" | |
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| 0,0.181251448242567,0.202224111274715,-0.37638200862876 | |
| 0,-0.456946806178181,0.349841281819417,0.403547894655151 | |
| 1,0.328431031821667,-0.645069496268649,1.36452966539767 | |
| 0,-0.109358275400918,0.989054546884914,-0.16041047897371 | |
| 0,0.444348765164 |
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