Hello,
I am trying to find the clusters for new data using FlexMix. I have the
following code:
library(flexmix)
x <- c(0.605, 0.523, 0.677, 0.101, 0.687, 0.586, 0.517, 0.592, 0.653,
0.617)
y <- c(0.222, 0.741, 0.182, 0.162, 0.192, 0.254, 0.745, 0.669, 0.198,
0.214)
test <- c(0.720, 0.168, 0.520, 0.134, 0.558)
model <- flexmix(y ~ x, data = data.frame(x = x, y = y), k=2)
pred <- predict(model, newdata=data.frame(x = test))
clusters_train <- clusters(model)
clusters_test <- clusters(model, newdata=data.frame(x = test))
When I execute the last line of the code, I receive the following error
message:
> clusters_test <- clusters(model, newdata=data.frame(x = test))
Error in model.frame.default(model@terms, data = data, na.action = NULL, :
variable lengths differ (found for 'x')
What am I doing wrong?
Thanks!
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