Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The detrimental effects of noise in a dependent variable on the accuracy of software quality imputation techniques re studied. The imputation techniques used in this work re Bayesian multiple imputation, mean imputation, instance-based learning, regression imputation, and the REPTree decision tree. These techniques re used to obtain software quality imputations for a large military command, control, and communications system dataset (CCCS). The underlying quality of data was a significant factor affecting the accuracy of the imputation techniques. Multiple imputation and regression imputation re top performers, while mean imputation was ineffective.
['Taghi M. Khoshgoftaar', 'Andres Folleco', 'J. Van Hulse', 'Lofton A. Bullard']
I am writing a research paper on a idea Software Quality Imputation in the Presence of Noisy Data
[{"from": "human", "value": "I am writing a research paper on a idea Software Quality Imputation in the Presence of Noisy Data"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The detrimental effects of noise in a dependent variable on the accuracy of software quality imputation techniques re studied. The imputation techniques used in this work re Bayesian multiple imputation, mean imputation, instance-based learning, regression imputation, and the REPTree decision tree. These techniques re used to obtain software quality imputations for a large military command, control, and communications system dataset (CCCS). The underlying quality of data was a significant factor affecting the accuracy of the imputation techniques. Multiple imputation and regression imputation re top performers, while mean imputation was ineffective."}]