TF-IDF is an abbreviation for Term Frequency-Inverse Document Frequency and is a very common algorithm to transform text into a meaningful representation of numbers. The technique is widely us...
It is not at all clear how just a scalar value for each word vectorizes the words. Please elaborate on that, otherwise the title is misleading.