test

X=readcsv("e4.csv");
y2=readcsv("comparaisonY2.csv");
y3=readcsv("comparaisonY3.csv");
Result=rand(156849,1);
Result3=rand(156849,1);
tic();
for i= 1:156849
ensemblefity2=expm1(   (    y2[:,1]*X[i,1]  +    y2[:,2]*X[i,2]  +   y2[:,3]*X[i,3]   +  y2[:,4]*X[i,4] )/100)
T=[y2 ensemblefity2 ]
Result[i,:]=sqrt(   (1/size(T,1))    *   sum((      log(    T[:,6] +1    ) - log(   T[:,5]+1    )  ).^2))
ensemblefity3=expm1(   (    y3[:,1]*X[i,1]  +    y3[:,2]*X[i,2]  +   y3[:,3]*X[i,3]   +  y3[:,4]*X[i,4] )/100)
T3=[y3 ensemblefity3 ]
Result3[i,:]=sqrt(   (1/size(T3,1))    *   sum((      log(    T3[:,6] +1    ) - log(   T3[:,5]+1    )  ).^2))
println(i);
end;
toc();
tic();