Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Several change metrics and source code metrics have been introduced and proved to be effective features in building bug prediction models. Researchers performed comparative studies of bug prediction models built using the individual metrics as ll as combination of these metrics. ,  investigate whether the prediction accuracy of bug prediction models is improved by applying feature selection techniques.  explore if there is one algorithm amongst ten popular feature selection algorithms that consistently fares better than others across sixteen bench marked open source projects.  also study whether the metrics in best feature subset are consistent across projects.
['K. Muthukumaran', 'Akhila Rallapalli', 'N. L. Bhanu Murthy']
I am writing a research paper on a idea Impact of Feature Selection Techniques on Bug Prediction Models
[{"from": "human", "value": "I am writing a research paper on a idea Impact of Feature Selection Techniques on Bug Prediction Models"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Several change metrics and source code metrics have been introduced and proved to be effective features in building bug prediction models. Researchers performed comparative studies of bug prediction models built using the individual metrics as ll as combination of these metrics. ,  investigate whether the prediction accuracy of bug prediction models is improved by applying feature selection techniques.  explore if there is one algorithm amongst ten popular feature selection algorithms that consistently fares better than others across sixteen bench marked open source projects.  also study whether the metrics in best feature subset are consistent across projects."}]