What is Evaluation Set? Definition | AI Understanding

Incazelo

Idathasethi ebanjiwe esetshenziselwa ukukala ikhwalithi yemodeli ngemva kokuqeqeshwa.

Imigomo ehlobene

Ukuhlolwa okujwayelekile noma isethi yedatha esetshenziselwa ukukala nokuqhathanisa ukusebenza kwemodeli.

Iqoqo lezibonelo ezihlelekile noma ezingahlelekile ezisetshenziselwa ukuqeqeshwa, ukuqinisekiswa, noma ukuhlola.

Ukuqinisekisa Isethi

Idathasethi esetshenziswa ngesikhathi sokuthuthukiswa ukuze kushune amamodeli futhi kuvinjwe ukucwiliswa ngokweqile.

Imodeli isebenza kahle kangakanani kudatha entsha, engabonakali ngaphandle kwesethi yokuqeqeshwa.

I-Hyperparameter

Inani lokumisa elibekwe ngaphambi kokuqeqeshwa, njengezinga lokufunda, usayizi weqoqo, noma ukujula.

Idatha Yokwenziwa

Idatha ekhiqizwe ngokuzenzisa esetshenziselwa ukwandisa, ukulingisa, noma ukuvikela idatha yokuqeqeshwa ebucayi.

Funda kabanzi kumhlahlandlela wethu wamahhala

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

Bhekafuthi

Ensemble Explainability Encoder False Negative Embedding False Positive Domain Adaptation Feature

Phequlula Uhla lwamagama olugcwele lwe-AI Hlola yonke imihlahlandlela ye-AI yamahhala