interpretierbarere

Interpretierbarere is a nonstandard or neologistic term that has appeared in German-language discussions about model interpretability. It is generally used to convey the idea of something being “more interpretable” than another thing, particularly in fields such as artificial intelligence, statistics, and data science when comparing models, representations, or explanations.

Grammatically, interpretierbar is the base adjective meaning interpretable. The standard comparative form in German is interpretierbarer. The form interpretierbarere is not part of standard grammar and is typically seen as a nonstandard or stylistic variant, sometimes attributed to informal writing, typographical error, or influence from English-language phrasing.

In practice, interpretierbarere appears mainly in informal blogs, forum discussions, and certain online debates about transparency and explainability in AI. It is not common in formal or scholarly German, where preferred constructions are phrases like „interpretierbarer“ or sentences using the construction „mehr interpretierbar“ (for example: dieses Modell ist mehr interpretierbar als jenes) or „leichter interpretierbar“ for comparative clarity.

Usage guidance and alternatives: in formal writing, it is advisable to use interpretierbarer as the comparative or to recast the comparison with mehr interpretierbar. For example, statt „interpretierbarere Modelle“ one would write „interpreti­erbarere Modelle“ as a nonstandard form corrected to „interpretierbarere“? The recommended approach is to use standard grammar: „models that are more interpretable“ or „mehr interpretierbare Modelle“.

Overall, interpretierbarere remains a nonstandard term and should be avoided in formal German, with standard comparatives preferred for clear communication.