Kalit soʻzlar:
- тупроқ таҳлили
- сунъий интеллект
- дала-тупроқ таҳлили
- калибровкалаш
- Platt Scaling
- Isotonic Regression
Abstrak
Ушбу мақолада тупроқ озуқа моддалари учун дала ва сунъий интеллект таҳлил натижаларини таққослаш ва калибровкалаш масаласи ўрганиб чиқилди. Натижалар сунъий интеллект моделини калибровкалаш зарурлигини кўрсатиб, иккита усул ўртасидаги айрим номувофиқликни аниқлади. Калибровкалаш икки кенг қўлланилувчи калибровкалаш алгоритмлари Platt Scaling ва Isotonic Regression орқали амалга оширилди ва уларнинг самарадорлиги баҳоланди. Натижалар тупроқни ишончли таҳлил қилиш учун дала ва сунъий интеллект таҳлили натижаларини солиштириш ва калибровкалаш муҳимлигини кўрсатди.
Adabiyotlar
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