Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Building Protos, a learning apprentice system for heuristic classification, has forced us to scrutinize the usefulness of inductive learning and deductive problem solving. While these inference methods have been widely studied in machine learning, their seductive elegance in artificial domains (e.g., mathematics) does not carry over to natural domains (e.g., medicine).  briefly describes our rationale in the Protos system for relegating inductive learning and deductive problem solving to minor roles in support of retaining, indexing, and matching exemplars. The problems that arise from “lazy generalization” are described along with their solutions in Protos. Finally, an example of Protos in the domain of clinical audiology is discussed.
['E. Ray Bareiss']
I am writing a research paper on a idea 4 – PROTOS: AN EXEMPLAR-BASED LEARNING APPRENTICE1
[{"from": "human", "value": "I am writing a research paper on a idea 4 \u2013 PROTOS: AN EXEMPLAR-BASED LEARNING APPRENTICE1"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Building Protos, a learning apprentice system for heuristic classification, has forced us to scrutinize the usefulness of inductive learning and deductive problem solving. While these inference methods have been widely studied in machine learning, their seductive elegance in artificial domains (e.g., mathematics) does not carry over to natural domains (e.g., medicine).  briefly describes our rationale in the Protos system for relegating inductive learning and deductive problem solving to minor roles in support of retaining, indexing, and matching exemplars. The problems that arise from \u201clazy generalization\u201d are described along with their solutions in Protos. Finally, an example of Protos in the domain of clinical audiology is discussed."}]