What is Evaluation Set? Definition | AI Understanding

Nkọwa

Ihe ndekọ data ejidere ejiri iji tụọ ịdịmma nlereanya mgbe ọzụzụ gasịrị.

Okwu ndị metụtara

Nnwale ahaziri ahazi ma ọ bụ dataset ejiri tụọ na atụnyere arụmọrụ nlereanya.

Nchịkọta ihe atụ ahaziri ahazi ma ọ bụ ahaziri nke ejiri maka ọzụzụ, nkwado ma ọ bụ nnwale.

Ntọala nkwado

A na-eji ihe ndekọ data eme ihe n'oge mmepe iji dozie ụdị ma gbochie imebiga ihe ókè.

Kedu ka ihe nlereanya si arụ ọrụ na data ọhụrụ, nke a na-adịghị ahụ anya na mpụga ọzụzụ ọzụzụ.

Uru nhazi nke edobere tupu ọzụzụ, dị ka ọnụego mmụta, nha batch, ma ọ bụ omimi.

Data sịntetik

Data emepụtara n'aka eji eme ka ọ dịkwuo elu, megharịa ma ọ bụ chedo data ọzụzụ dị nro.

Mụtakwuo na ntuziaka efu anyị

AI Evaluation Basics LLM Evaluations Linear Probing and Frozen Feature Evaluation Mean Opinion Score Evaluation

Hụkwa

Ensemble Explainability Encoder False Negative Embedding False Positive Domain Adaptation Feature

Chọgharịa akwụkwọ nkọwa AI zuru ezu Nyochaa ntuziaka AI niile efu