Logistic regression on R - faillll
Today I thought I try logistic regression to find the variables that might predict whether a dog gets adopted. (Using the same dataset as my previous post, from kaggle)
But it failed terribly. R returned a message "model did not converge". I should have realised it when I checked the levels for color and breed and both returned me with over 100 unique values.
This is a screenshot of the results returned. super fail ):
The next step forward for me is to create columns that indicates whether that color of the dog is present. For instance, I will have a column for white, black, brown. If a dog is white/black, it'll have "1" under white and black columns and "0" under brown.
PS: I'm really taking baby steps with this blog!
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