Choosing Among Models 3

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# we adapted the function a little for the dodona exercise
# for testing your code please use the predict function defined above
# for submitting your code on dodona, use this function instead
predict.regsubsets <- function(object, newdata, id, ...) {
mat <- model.matrix(medv ~ ., data = newdata)
coefi <- coef(object, id = id)
xvars <- names(coefi)
mat[, xvars] %*% coefi
}

k <- ...
folds <- ...
cv.errors <- ...

for (j in 1:...) {
best.fit <- ...
for (i in 1:...) {
pred <- ...
cv.errors[...] <- ...
}
}

mean.cv.errors <- ...

reg.best <- ...
reg.best.coef <- ...
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