Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Defines the generalization problem, summarizes various approaches in generalization, identifies the credit assignment problem, and presents the problem and some solutions in measuring generalizability.  discuss anomalies in the ordering of hypotheses in a subdomain when performance is normalized and averaged, and show conditions under which anomalies can be eliminated. To generalize performance across subdomains,  present a measure called "probability of win" which measures the probability that one hypothesis is better than another. Finally,  discuss some limitations in using probabilities of win, and  illustrate their application in finding new parameter values for TimberWolf, a package for VLSI cell placement and routing.
['Benjamin W. Wah']
I am writing a research paper on a idea Generalization and generalizability measures
[{"from": "human", "value": "I am writing a research paper on a idea Generalization and generalizability measures"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Defines the generalization problem, summarizes various approaches in generalization, identifies the credit assignment problem, and presents the problem and some solutions in measuring generalizability.  discuss anomalies in the ordering of hypotheses in a subdomain when performance is normalized and averaged, and show conditions under which anomalies can be eliminated. To generalize performance across subdomains,  present a measure called \"probability of win\" which measures the probability that one hypothesis is better than another. Finally,  discuss some limitations in using probabilities of win, and  illustrate their application in finding new parameter values for TimberWolf, a package for VLSI cell placement and routing."}]