Review of Existing Datasets Used for Software Effort Estimation

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 owners don’t share closed source because are worried about privacy. This means we only get small data. purpose this research was evaluate quality 15 have been widely utilized studies software estimation. analysis shows chosen artificial neural networks (ANN) as ML models, NASA datasets, and mean magnitude relative error (MMRE) measure accuracy. more cases, ANN support vector machine (SVM) done better than other techniques.