Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The method of Structural Risk Minimization refers to tuning the capacity of the classifier to the available amount of training data. This capacity is influenced by several factors, including: (1) properties of the input space, (2) nature and structure of the classifier, and (3) learning algorithm. Actions based on these three factors are combined here to control the capacity of linear classifiers and improve generalization on the problem of handwritten digit recognition.
['Isabelle Guyon', 'Vladimir Vapnik', 'Bernhard E. Boser', 'Léon Bottou', 'Sara A. Solla']
I am writing a research paper on a idea Structural Risk Minimization for Character Recognition
[{"from": "human", "value": "I am writing a research paper on a idea Structural Risk Minimization for Character Recognition"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The method of Structural Risk Minimization refers to tuning the capacity of the classifier to the available amount of training data. This capacity is influenced by several factors, including: (1) properties of the input space, (2) nature and structure of the classifier, and (3) learning algorithm. Actions based on these three factors are combined here to control the capacity of linear classifiers and improve generalization on the problem of handwritten digit recognition."}]