The Software Effort Estimation (SEE) tool calculates an estimate of the amount work that will be necessary to effectively finish project. Managers usually want know how hard a new project ahead time so they can divide their limited resources in fair way. In fact, it is common use effort datasets train prediction model predict much take. To good estimator, you need enough data, but most data own...

We can say a software project is successful when it is delivered on time, within the budget and maintaining the required quality. However, nowadays software cost estimation is a critical issue for the advance software industry. As the modern software’s behaves dynamically so estimation of the effort and cost is significantly difficult. Since last 30 years, more than 20 models are already develo...

Software estimation accuracy is among the greatest challenges for software developers. Software development effort estimation is one of the most major activities in software project management. A number of models have been proposed to make software effort estimations but still no single model can predict the effort accurately. The need for accurate effort estimation in software industry is stil...

The paper aims to provide for the improvement of software estimation research through a new regression model. The study design of the paper is organized as follows. Evaluation of estimation methods based on historical data sets requires that these data sets be representative for current or future projects. For that reason the data set for software cost estimation model the International Softwar...

UML-based object-oriented metrics are fully capable of software measurement. Many researchers have produced effort estimation models for software systems. The estimation effort in the early stages of software development is one of the most important problems faced by software developers and managers. UML related information can be used as an accurate source for effort estimation. In this paper,...