Bagging Predictors for Estimation of Software Project Effort

机译：估算软件项目工作量的预测器

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This paper proposes and investigates the use of bagging predictors to improve performance of regression methods for estimation of the effort to develop software projects. We have applied bagging to M5P/regression trees, M5P/model trees, multi-layer percep

机译：本文提出并研究了使用装袋预测器来提高回归方法的性能，以评估开发软件项目的工作量。我们已将装袋应用于M5P /回归树，M5P /模型树，多层percep

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《Neural Networks, The 2007 IEEE International Joint Conference on》|2007年|P.1595-1600|共6页
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Braga; P.L.; Oliveira; A.L.I.; Ribeiro; G.H.T.; Meira; S.R.L.;
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中图分类工业技术;
关键词
multilayer perceptrons; radial basis function networks; regression analysis; software development management; support vector machines; RBF network; bagging predictor; linear regression; multilayer perceptron; regression method; software project; support vector regr;

机译：多层感知器;径向基函数网络;回归分析;软件开发管理;支持向量机; RBF网络;装袋预测器;线性回归;多层感知器;回归方法;软件项目;支持向量约束;

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机译：软件项目工作量估算中的单位影响：工作时间估算的工作量低于工作日
3. Finding conclusion stability for selecting the best effort predictor in software effort estimation [J] . Jacky Keung, Ekrem Kocaguneli, Tim Menzies Automated software engineering . 2013,第4期

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4. Bagging Predictors for Estimation of Software Project Effort [C] . Braga, P.L., Oliveira, Neural Networks, The 2007 IEEE International Joint Conference on . 2007

机译：估算软件项目工作量的预测器
5. Software effort estimation accuracy: A comparative study of estimations based on software sizing and development methods. [D] . Lafferty, Mark T. 2010

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6. Genetic Programming as Alternative for Predicting Development Effort of Individual Software Projects [O] . Arturo Chavoya, Cuauhtemoc Lopez-Martin, Irma R. Andalon-Garcia, -1

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7. Software Effort Estimation by Genetic Algorithm Tuned Parameters of Modified Constructive Cost Model for NASA Software Projects [O] . Brajesh Kumar Singh, A. K. Misra 2013

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8. Software Transition Project Retrospectives and the Application of SEL Effort Estimation Model and Boehm's COCOMO to Complex Software Transition Projects [R] . McNeill, Justin 1995

机译：软件过渡项目回顾及sEL努力估算模型和Boehm COCOmO在复杂软件过渡项目中的应用

Bagging Predictors for Estimation of Software Project Effort

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