Can anybody explain me what are the effects on the model if we have sparse data in our dataset. And also how to deal these sparse matrices ?
Thank you.
Data Science Stack Exchange is a question and answer site for Data science professionals, Machine Learning specialists, and those interested in learning more about the field. It only takes a minute to sign up.
Sign up to join this communityThe idea is really simple, just look at some online resources like https://en.m.wikipedia.org/wiki/Sparse_matrix
The implementation is also really simple. For pandas this page might help you https://pandas.pydata.org/pandas-docs/stable/sparse.html