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This research introduces a reinforcement learning method called Fourth Degree Learning for automatically selecting classification algorithms to predict Primary Biliary Cirrhosis, achieving an accuracy improvement from 63% to 98%.
FARS is a fully automated research system that uses stage-specific AI agents to handle ideation, planning, experimentation, and writing, producing 166 complete research papers across 67 AI/ML topics in its first public deployment.