Interpreting Medical Information Using Machine Learning and Individual Conditional Expectation.
Journal:
Studies in health technology and informatics
PMID:
26262372
Abstract
Recently, machine-learning techniques have spread many fields. However, machine-learning is still not popular in medical research field due to difficulty of interpreting. In this paper, we introduce a method of interpreting medical information using machine learning technique. The method gave new explanation of partial dependence plot and individual conditional expectation plot from medical research field.