Umgaqo-based Synthetic Data
Yenza idatha yokwenziwa ukulinganisa ilizwe lokwenyani okanye iimeko ekujoliswe kuzo usebenzisa imithetho echazwe kwangaphambili kunye nemiqobo
Intshayelelo Rule-Based Synthetic Data
Yintoni Rule Based Synthetic Data?
Yenza idatha yokwenziwa ngokusekelwe kwimithetho echazwe kwangaphambili kunye nemithintelo, ejolise ukulinganisa idatha yelizwe lokwenyani okanye ukulinganisa iimeko ezithile.
Kutheni le nto imibutho isebenzisa idatha yokwenziwa esekelwe kumthetho?
Idatha yokwenziwa esekelwe kumthetho ibhekisa kwinkqubo yokuyila idatha eyenziweyo okanye eyenziweyo eyenziweyo elandela imigaqo echazwe kwangaphambili (yeshishini) kunye nemiqobo. Le ndlela ibandakanya ukuchaza izikhokelo ezithile, iimeko, kunye nobudlelwane bokuvelisa idatha yokwenziwa. Izizathu zokuba kutheni imibutho isebenzisa iRule Based Synthetic Data:
Yenza iData ukusuka ekuqaleni
Kwiimeko apho idatha ilinganiselwe okanye apho ungenayo idatha konke konke, imfuno yedatha yabameli iba yinto ebalulekileyo xa kuphuhliswa imisebenzi emitsha. Idatha yokwenziwa esekelwe kumthetho yenza ukuba kuveliswe idatha ukusuka ekuqaleni, ukubonelela ngedatha yovavanyo ebalulekileyo kubavavanyi kunye nabaphuhlisi.
Qebisa idatha
Idatha yokwenziwa esekelwe kumthetho inokutyebisa idatha ngokuvelisa imiqolo eyandisiweyo kunye/okanye iikholamu. Ingasetyenziselwa ukuvelisa imiqolo eyongezelelweyo ukwenza iiseti zedatha ezinkulu ngokulula nangokufanelekileyo. Ukongezelela, i-Rule based synthetic data ingasetyenziselwa ukwandisa idatha kunye nokuvelisa iikholamu ezintsha ezongezelelweyo ezinokuthi zixhomekeke kwiikholomu ezikhoyo.
Ukuguquguquka kunye nokwenza ngokwezifiso
Indlela esekelwe kumgaqo inikezela ukuguquguquka kunye nokwenza ngokwezifiso ukulungelelanisa kwiifomathi ezahlukeneyo zedatha kunye nezakhiwo, okwenza ukulungelelaniswa okupheleleyo kwedatha yokwenziwa ngokweemfuno ezithile. Umntu unokuyila imithetho yokulinganisa iimeko ezahlukeneyo, okwenza kube yindlela eguquguqukayo yokuvelisa idatha.
Ukucocwa kwedatha
Idatha ye-synthetic esekelwe kumthetho iququzelela ukuhlanjululwa kwedatha ngokuvelisa idatha ehambelana nemithetho echazwe kwangaphambili, ukulungisa ukungahambelani, ukuzalisa amaxabiso alahlekileyo, kunye nokususa iimpazamo, ukuqinisekisa ukuthembeka kunye nomgangatho wedatha egciniweyo. Oku kuvumela abasebenzisi ukuba babe nedatha enomgangatho ophezulu ngakumbi.
Ubumfihlo kunye neMfihlo
Ukuveliswa kwedatha yokwenziwa esekelwe kumthetho kuluncedo ngakumbi kwiimeko apho idatha yokwenyani yobuqu ayinakusetyenziswa ngenxa yeenkxalabo zabucala okanye izithintelo zomthetho. Ngokwenza idatha yokwenziwa njengenye indlela, imibutho inokuvavanya kwaye iphuhlise ngaphandle kokubeka esichengeni ulwazi olubuthathaka.
Ngaba unemibuzo?
Thetha kwenye yeengcaphephe zethu
Umntu angayenza njani iRule Based Synthetic Data ngeSyntho?
Iqonga lethu lixhasa ukuveliswa kweDatha eSekwe kuMthetho ngokuSebenza kweKholam eBaliweyo. Imisebenzi yeKholamu ebaliweyo ingasetyenziselwa ukwenza uluhlu olubanzi lwemisebenzi kwidatha kunye neminye imiqolo, ukusuka kwi-arithmetic elula ukuya kwingqikelelo entsonkothileyo kunye nokubalwa kwamanani. Nokuba usondeza amanani, ukhupha iinxalenye zemihla, ubala ii-avareji, okanye uguqula okubhaliweyo, le misebenzi ibonelela ngezinto ezininzi ukwenza kanye idatha oyifunayo.
Lungiselela imithetho yeshishini ngokulula ukuvelisa idatha yokwenziwa ngokufanelekileyo
Nantsi eminye imizekelo eqhelekileyo yokuvelisa iData eSekwe kuMthetho esekwe kwiSinthethisi ngemisebenzi yethu yeKholam eBaliweyo:
- Ukucocwa kweDatha kunye noTshintsho: Ucoca ngaphandle komzamo kwaye uguqule idatha, njengokucheba indawo emhlophe, ukutshintsha i-text casing, okanye ukuguqula iifomati zomhla.
- Ubalo lwamanani: Yenza ubalo lwamanani njengee-avareji, iiyantlukwano, okanye ukutenxa okusemgangathweni ukufumana iingqiqo kwiiseti zedatha yamanani.
- Ukusebenza okusengqiqweni: Faka iimvavanyo ezinengqiqo kwidatha ukwenza iiflegi, izikhombisi, okanye ukucoca kunye nokuhlelwa kwedatha ngokusekelwe kwiikhrayitheriya ezithile.
- ImiSebenzi yeMathematika: Yenza imisebenzi eyahlukeneyo yemathematika, eyenza ukubala okuntsokothileyo okufana nemodeli yezemali okanye izibalo zobunjineli.
- Ukuguqula isiqendu kunye nomhla: Khupha okanye uguqule iinxalenye zesicatshulwa kunye nomhla, oluncedo ngakumbi ekulungiseleleni idatha yokunika ingxelo okanye uhlalutyo olongezelelweyo.
- Ukulinganisa idatha: velisa idatha elandela usasazo oluthile, ubuncinci, ubuninzi, ifomathi yedatha kunye nezinye ezininzi.
Gcina isikhokelo sakho sedatha yokwenziwa ngoku!
- Yintoni idatha yokwenziwa?
- Kutheni imibutho iyisebenzisa?
- Ixabiso lokudibanisa iimeko zabathengi bedatha yokwenziwa
- Uqala njani
