What is Bias? Definition | AI Understanding

Nkọwa

Usoro njehie na-agbanwe agbanwe ma ọ bụ ezighi ezi na data ma ọ bụ omume nlereanya.

Okwu ndị metụtara

Algorithmic Bias

Emeghị nke ọma n'usoro n'usoro ihe nrụpụta nke sitere na data skewed, echiche, ma ọ bụ nhọrọ nhazi.

Ihe ndekọ data buru ibu ma dị mgbagwoju anya nke chọrọ usoro nchekwa na nhazi nhazi.

Nhapu Benchmark

Mgbe ihe atụ ule benchmark ma ọ bụ nso nso dị na data ọzụzụ, na-ebuli arụmọrụ akọrọ.

Otu ubi lekwasịrị anya n'ibelata omume ọjọọ, ọdịda, na iji ihe egwu eme ihe n'ụzọ na-ezighị ezi na sistemụ AI.

Nghọta Algorithmic

Kedu ka esi edepụta echiche, isi mmalite data na njedebe nke sistemụ AI nke ọma ma nwee nghọta.

Ọgụgụ isi Artificial (AI)

Mpaghara sara mbara nke sistemu ụlọ nke na-arụ ọrụ chọrọ nnabata ụkpụrụ, echiche, asụsụ ma ọ bụ ime mkpebi.

Mụtakwuo na ntuziaka efu anyị

AI Bias Scheduled Sampling and Exposure Bias ALiBi Position Bias Weights & Biases

Hụkwa

Benchmark Baseline Model Black-Box Model Backpropagation Calibration Autonomous System Chain-of-Thought Attention Mechanism

Chọgharịa akwụkwọ nkọwa AI zuru ezu Nyochaa ntuziaka AI niile efu