I Have trained a LogisiticRegression model by using TFIDF data (3K events in a month) as input successfully using probabilities=true.
In the fit process it shows the probabilities of everything correctly, I can even do a ROC curve analysis.
The problem comes when use the model by doing a new search and TFIDF the data, and right after the "|apply logistic_model probabilities=true" to new data (say... last 24 hours). The behavior is that it only shows the probabilities for the first event (sometimes two or three but not all if I apply the model to "old data") and the others appear blank but the predicted field appears correctly.
Now, if I do a search and I apply only the TFIDF_model, without the apply logistic_model and then I "|loadjob 123ABC" having only the TFIDF data calculated previously and then Iapply the model to the loaded job of TFIDF data, the probabilities appear magically.
I am almost sure this is a bug, but I want to know if there is some workaround ?
Thanks
