Ikherfu Yezinkukhu Zebalansi: Iminyanya Ayiyona Inani Elikhokhayo

Ukuqhubeka yilo inani elikhokhayo

Ngemva kwaminya ikherfu ihamba ndlela elilodwa - ihla. Ukuqhubeka ukuthi kancane kangakanani. Kuyifunde ngqo ku-Table 18 ka-Lohmann: i-LSL-Lite igcina u-90%+ hen-day kumasonto angu-38; i-Brown-Classic kamasonto angu-29. Uminya ofanayo, amasonto engu-9 okuphela okungenza nje ukuya kwesibili - okhona kwengxenyeni yekherfu akekho obeka njengomgomo. Akuyona inkomba yaminya; yilo inani elicina ukuthi ibandla lizokhokha yini.

Amaqanda amaningi akusho umthamo webalansi omkhulu

Phakathi kwesikhashana kuya kumasonto angu-95 i-LSL ibeka amaqanda angu-445 uma iqathaniswa nam-430 e-Brown - kepha amaqanda e-Brown mnandi (65.2 g uma iqathaniswa nama-61.9 g ajwayelekile), ngakho i-Brown iphambene ngomthamo webalansi ongamtsele, 28.02 kg uma iqathaniswa no-27.57 kg ngenkukhu egcinwe. Njengoba izinga lokubeka amaqanda lihlela, isisindo samaqanda siyaphakama. Kokubini ahamba ezindaweni eziphambene, ngakho umthamo webalansi ugcina isikhathi eside ngemva kwenani lemaqanda liqala ukuhla - futhi akukwazi ukufunda ibandla ngokubeka kuphela kwamaphesenti.

Ukukhuphuka kuminya nokuqhubeka ngohlobo - i-LSL-Lite uma iqathaniswa ne-Brown-Classic hen-day ukugcinwa ngaphezu kuka-90%, kubhalwe kabusha ku-Lohmann.

Ukwehla okubonayo sekudala amahora amaningi

Iqembu lase-Australia lakhetha ikherfu njengento ongayibikezela: amafemu amane abalulekile a-free-range, imibuthano engu-106, amasuku abambele ngo-35,346, ukubikezela ngokumelana nekherfu yethagethi ye-Lohmann Brown. I-Random Forest eqophelwe kumlando wefemu elilodwa yabikezela izinga lokubeka amaqanda ngomma-AUC 0.86 kanye ne-RMSE 2.8 - futhi imodeli eqophelwe kuphela kwamafemu amathathu abikezele ifemu yethagethi kusondele kakhudlwana (i-AUC 0.89). Ikherfu ivamile ukudluliselwa phakathi kwamafemu. Kepha ukubumbaza konke akuzangazi kusize njalo: imodeli ehlanganisiwe inike iphutha elihle lokubuyisela (i-RMSE 2.55) futhi isibuyekezo sokubona ukwehla esibi kakhulu (i-AUC 0.82). Amanye amaningi, akusho ukuziqgaba ngokuzenzakalela okuningi.

Kusuka ocwaningweni lokubikezela - ikherfu yomthamo ivamile ukudluliselwa phakathi kwamafemu, kepha ukwehla kubonakala emahora ambalwa ngemva kokuqala.

Yiziphi izinkukhu esisandleni sekhemisi

Sonke isibalo lapha yisilinganiso sebhandha esifundwa nsuku elilodwa. Isilinganiso sifihla umbuzo ocla ukuqhubeka: akukona ukuthi ibandha lenza ini, kepha ukuthi izinkukhu ziphi ebeqaqamba futhi ziphila ngokuhamba kwesikhathi. Ikherfu ebona njengokuthi ihlela kancane kungaba yisibalo esincishayo izinkukhu eziqamba amaqanda kahle - futhi isilinganiso asikutsheli ukuthi ziphi.

Lapho lokhu kuhamba khona

I-DeepLoop iyasebenza kweqoqo lelikherfu akekho obhalayo - akusibo ibandha njalo nsuku elilodwa, kepha ukuthi ziphi izinkukhu esandleni sekhemisi. Ukuqhubeka inkambiso yenkukhu ngamunye, futhi ukufunda kuso kusenesikhathi kuyimehluko phakathi kokuphatha ukwehla nokumangaliswa yaso.