Published Paper Details:

Software development has gotten increasingly sophisticated and demanding, necessitating attention to even minor details. Problems in software development include quality degradation, cost, and schedule overruns. Software organizations rely on measurement programs to control quality, evaluate errors, and manage costs during development. To measure effectively, software metrics must be continuously evaluated and integrated into the development process. Object-oriented design metrics quantify the quality of a class and its attributes. This paper recommends using a combination of methods to improve coding efficiency and accuracy when evaluating projects using object-oriented approaches, including MOOD Metrics, CK metrics, and COCOMO-III. Using object-oriented ways to evaluate code helps identify certain factors. This directly addresses the software's quality. These findings can help enhance software estimation, quality training, and research, leading to more accurate project milestone estimates and fault-free software systems.