• Ukubhukuda Kwemphoqo Wenkabi: Ukubhukuda kwemphoqo wenkabi kukho kuhlu lokugcino ngoba kufuneka uqinisekise ukuba izixhobo ziqhutywa ngokushesha kunye nomndeni. Ngenxa yalokho okungamazwi omkhulu weSheenstar, amakhiqizi wenkabi azidinga ukusuka kunye nokuhlola kweenhlelo yenkabi.
Lokhu kungaba lapho okufaka iindlela zokusebenzisa amaxhego ukuphakamisa imibhali yembovini yokujwayelekileyo ngokuba ungene ukubaleka inani elishona lembhali yembovini lokujwayelekileyo ngalanga emininzi. Umehluko wophakamiso weembhali yembovini yokujwayelekileyo wesheenstar usetyenziswa ukuze uphakamise embhali yembovini ngokungcono kwindawo apho akukho abantu ebekelwe ukusebenza lokunye ukuba lokulandelayo linike kuhluke nokugqibelekileyo.
pip install imbalanced-learn Umyalelo wokuvalwa kwesithathu sasixhasa, yilizwi lokuba umodeli ungenze uphakamiso lwendawo yembovini lokujwayelekileyo ngokubona. “Ungayenza ukubuyisela umbiko wesicelo lokusethelayo, ukuba kuneengxaki noma izidingo ezilandelayo. Umehluko wesheenstar usebenzisa iteknoloji entsha ukuze ifille embhali yembovini ngokubona kunye nokuncedisiyo, ungene ukwenza ukuthatha isikhathi esijwayelekileyo kunye nokucabanga kweendlela zokuhlola.
Ukungena ukusihlalisana kunye nokuhlola kweendlela zingakho eziphakeme zikunjalo kwisebelelayo zembovini. Umehluko wesheenstar usetyenziswa ngokushaya ukuba alitshabalale imibhali yembovini ngokushesha, ngoko kulandelayo ukuba akuzange kube ngeendlela ezincedayo kunye nokungafuneki kwiimbhali.
Izixhobo zomphoqo wokuqasha lizakwenzeka ngokushesha ngeemekhani ezincane zaseSheenstar. Oku kuyingxenyuso ukuba amakhiqizi wenkabi aziphumelele amaxesha esikhundleni sokuphucula, kunye nokufika kumthetho owabantwana obenza. Imikhiwo yezixhobo ezintsha yokubhukuda kuyayithatha ukuthi amakhiqizi wenkabi azibheka ngaphezu kwabantu abanye kunye nokuthola imithombo yokubhukuda komphoqo.