Impact Analysis of Missing Values on the Prediction Accuracy of Analogy-based Software Effort Estimation Method AQUA

机译：基于类比软件工作量估算方法AQUA的缺失值对预测精度的影响分析

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Effort estimation by analogy (EBA) is often confronted with missing values. Our former analogy- based method AUQA is able to tolerate missing values in the data set, but it is unclear how the percentage of missing values impacts the prediction accuracy an

机译：用类比估算（EBA）常常会遇到缺失值。我们以前基于类比的方法AUQA能够容忍数据集中的缺失值，但是目前尚不清楚缺失值的百分比如何影响预测准确性和准确性。

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《Empirical Software Engineering and Measurement (ESEM), 2007 1st International Symposium on》|2007年|P.126-135|共10页
会议地点 MadridSpain
作者
Jingzhou Li; Al-Emran; A.; Ruhe; G.;
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software development management; AQUA; analogy-based software effort estimation method; effort estimation by analogy; impact analysis; missing values; prediction accuracy; upper bound;

机译：软件开发管理；水族;基于类比的软件工作量估计方法；用类推估算工作量；影响分析;缺失值；预测精度；上限;

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1. 面向基于类比的软件工作量估算的多目标特征选择方法 [J] . 陈翔, 陆凤燕, 沈宇翔, 东南大学学报（英文版） . 2018,第003期
2. Analysis of attribute weighting heuristics for analogy-based software effort estimation method AQUA~+ [J] . Jingzhou Li, Guenther Ruhe Empirical Software Engineering . 2008,第1期

机译：基于类比的软件工作量估计方法AQUA〜+的属性加权启发式分析
3. SOFTWARE EFFORT PREDICTION: AN EMPIRICAL EVALUATION OF METHODS TO TREAT MISSING VALUES WITH RAPIDMINER [J] . OLGA FEDOTOVA, GLADYS CASTILLO, LEONOR TEIXEIRA, International Journal of Engineering Science and Technology . 2011,第7期

机译：高效的软件预测：使用快速矿物质处理缺失值的方法的实证评估
4. Reasons for software effort estimation error: impact of respondent role, information collection approach, and data analysis method [J] . Jorgensen M., Molokken-Ostvold K. IEEE Transactions on Software Engineering . 2004,第12期

机译：软件工作量估计错误的原因：响应者角色，信息收集方法和数据分析方法的影响
5. Impact Analysis of Missing Values on the Prediction Accuracy of Analogy-based Software Effort Estimation Method AQUA [C] . Li Jingzhou, Al-Emran Ahmed, Ruhe Guenther, International Symposium on Empirical Software Engineering and Measurement . 2007

机译：基于类比基于软件努力估算方法的预测准确性的影响分析
6. Software effort estimation accuracy: A comparative study of estimations based on software sizing and development methods. [D] . Lafferty, Mark T. 2010

机译：软件工作量估计准确性：基于软件大小和开发方法的估计的比较研究。
7. Prediction accuracy measurements as a fitness function for software effort estimation [O] . Tomas Urbanek, Zdenka Prokopova, Radek Silhavy, -1

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Impact Analysis of Missing Values on the Prediction Accuracy of Analogy-based Software Effort Estimation Method AQUA

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