What is Overfitting? Definition | AI Understanding

Qeexid

Marka moodalku xafido xogta tababarka oo uu si liidata u qabto agabka aan la arkin.

Shuruudaha la xiriira

Sida ugu wanagsan ee moodalku u qabto xogta cusub, ee aan la arkin ee ka baxsan habka tababarka.

Leakage Benchmark

Marka tusaalooyinka imtixaanka bartilmaameedka ama kala duwanaansho dhow ay ku jiraan xogta tababarka, sicir-bararka waxqabadka la soo sheegay.

Barashada Joogtada ah

Qaababka tababarka ee u oggolaanaya moodalku inuu ka sii barto xogta cusub isagoon iloobin aqoon hore.

Kordhinta Xogta

Farsamooyinka abuura tusaalooyin tabobar oo wax laga beddelay si loo horumariyo qaab guud.

Sii wadida tababarka xogta gaarka ah ee domain-ka si loo waafajiyo qaabka horay loo tababaray ee hawl gaar ah.

Qodobkii ugu dambeeyay ee waqtiga ayaa ka muuqda xogta tababarka moodeelka.

Wax badan ka baro hagayaashayada bilaashka ah

Overfitting and Underfitting

Eeg sidoo kale

Open-Source Model Parameter OCR (Optical Character Recognition)Parameter-Efficient Fine-Tuning (PEFT)Normalization Perplexity Neural Network Pipeline

Ka baadh Qaamuuska AI oo buuxa Baadh dhammaan hagayaasha AI ee bilaashka ah