Study quantifies reproducibility of machine learning papers.
problem Lack of empirical reproducibility metrics in machine learning.
method Manual implementation of 255 papers from 1984-2017, analyzing features and results.
result Manual implementation revealed discrepancies between papers and their descriptions.