modellenmesinde

Modellenmesinde is a Turkish term used in academic writing to denote the phase of modeling within a research project. It refers to the activities involved in developing, testing, and validating a model as part of a larger methodological framework. The term is commonly found in disciplines such as data science, statistics, engineering, and social sciences, where modeling constitutes a distinct stage between problem framing and interpretation of results.

Etymology and form: the word is formed from modelleme (modeling) with the locative suffix -sinde, which means “in” or “during.” This construction highlights the modeling phase rather than the finished model itself. As a phrase, modellenmesinde can appear in sentences such as “Modellenmesinde veri temizleme ve öznitelik mühendisliği önemli adımlardır” to emphasize the process.

Usage and nuance: Modellemesinde emphasizes process, iteration, and methodological rigor within the modeling portion of a project. In practice, it often encompasses problem definition in relation to data, data preparation, feature engineering, model selection, training, validation, and performance assessment. It is sometimes used interchangeably with terms like modelleme süreci or modellering, though it may carry a slightly stronger focus on the modeling stage as a distinct phase.

Limitations: the term is relatively specialized and not as common as broader phrases. It may be unfamiliar to some readers and is not universally standardized across Turkish-language texts. When used, it is advisable to define it briefly at first occurrence to avoid ambiguity.