This is Part 3 of an introductory tutorial series on Term Vector Theory. The classic term frequency-inverse document frequency model or TF-IDF, is discussed.
Its advantages and limitations are discussed.
The tutorial is available at
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PS. Exercises where added to the tutorial and few typos removed.