Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   propose a new graph-based feature splitting algorithm maxlnd, which creates a balanced split maximizing the independence beten the two feature sets.  study the performance of RBF net in a co-training setting with natural, truly independent, random and maxlnd split. The results show that RBF net is successful in a co-training setting, outperforming SVM and NB. Co-training is also found to be sensitive to the trade-off beten the dependence of the features within a feature set, and the dependence beten the feature sets.
['Felix Feger', 'Irena Koprinska']
I am writing a research paper on a idea Co-training using RBF Nets and Different Feature Splits
[{"from": "human", "value": "I am writing a research paper on a idea Co-training using RBF Nets and Different Feature Splits"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   propose a new graph-based feature splitting algorithm maxlnd, which creates a balanced split maximizing the independence beten the two feature sets.  study the performance of RBF net in a co-training setting with natural, truly independent, random and maxlnd split. The results show that RBF net is successful in a co-training setting, outperforming SVM and NB. Co-training is also found to be sensitive to the trade-off beten the dependence of the features within a feature set, and the dependence beten the feature sets."}]