Topic Modeling, Data Science, Machine Learning, NLP, Tips And Tricks.
also gets us down to 10%. We have six hyperparameters to tune. If we want to try 3 different values of each parameter and grid search, it’d take 729 iterations. Random search only needs 60 iterations to perform well, and it will likely outperform grid search. That’s a reduction by a factor of 10×,