Python, NLP, Numpy, Scikit Learn.
print(vec2.shape) # (40,) Term Frequency Encoding The first two encodings lead to the problem that very rare terms do not have enough weight to be of significance when used with machine learning algorithm. Especially to counter this problem, the Term Frequency, Term Indirect Frequency metric