A Pitfall of Learning from User-generated Data: In-depth Analysis of Subjective Class Problem

Kei Nemoto, Shweta Jain

Research in the supervised learning algorithms field implicitly assumes that training data is labeled by domain experts or at least semi-professional labelers accessible through cr…