IDF Calculation for Test Set
smjsmj1
New Altair Community Member
Can anyone explain the calculation of IDF value for Test sets?
Is it based on the IDF of Training sets?
I see that test set take only the word list used by the training set and IDF is Calculated solely based on the test set. So, if Test set contain only 1 document, then there is a chance that IDF becomes 0, correct?
Is it based on the IDF of Training sets?
I see that test set take only the word list used by the training set and IDF is Calculated solely based on the test set. So, if Test set contain only 1 document, then there is a chance that IDF becomes 0, correct?
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Answers
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If you are using TF-IDF you must store model _and_ wordlist after training.
To test or score unseen data you have to preprocess with exactly the same
"Process Documents"-Operator that you used for training including the wordlist.0 -
Thank you for the reply0