I am applying tfidf on the fields followed by the test_model which is my logistic regression, the value for probability is populated only for a very few fields, for the rest of the fields it is empty. Can someone please help me on how to populate this value? Is there any other way to identify based on which fields, logistic regression has classified my email?
When we look at "Understanding fit and apply" from the MLTK docs, we see that apply can use null fields, unlike fit, when applying models to generate an predicted field . However you may not get all the functionality of the algorithm (like probabilities) if those other functionalities are reliant on good data.
Is it possible that the fields you logistic regression is being applied to are null? So the probabilities field isn't being populated because there isn't a continuous/valid value for each field?