Ingxelo yomgangatho weSyntho
Vavanya idatha eyenziweyo malunga nokuchaneka, ubumfihlo, kunye nesantya
Intshayelelo ingxelo yoqinisekiso lomgangatho
Yintoni ingxelo yokuqinisekisa umgangatho?
Ingxelo yokuqinisekiswa komgangatho we-Syntho ihlola idatha eyenziweyo kwaye ibonisa ukuchaneka, ubumfihlo, kunye nesantya sedatha yokwenziwa xa kuthelekiswa nedatha yokuqala.
Kutheni sinikezela ngengxelo yoqinisekiso lomgangatho kuyo yonke isethi yedatha eyenziweyo?
Kwi-Syntho, siyakuqonda ukubaluleka kwedatha ethembekileyo nechanekileyo yokwenziwa. Yiyo loo nto sinikezela ngengxelo yoqinisekiso olubanzi kuyo yonke idatha eyenziweyo. Ingxelo yethu yobulunga ibandakanya iimetriki ezahlukeneyo ezifana nokuhanjiswa, ulungelelwaniso, ukuhanjiswa kwezinto ezininzi, iimetriki zabucala, kunye nokunye. Ngale ndlela, unokuvavanya ngokulula ukuba idatha yokwenziwa esiyinikezelayo ikumgangatho ophezulu kwaye ingasetyenziswa kwinqanaba elifanayo lokuchaneka kunye nokuthembeka njengedatha yakho yokuqala.
Yintoni esiyivavanyayo kwingxelo yethu yoqinisekiso lomgangatho?
- ukuchaneka
- Ukuba bucala
- isantya
Iimetriki zokuchaneka kwedatha yokwenziwa
Ukuthatha ikrwana: eli candelo libonisa amagqabantshintshi kwingxelo yethu yomgangatho wedatha eyenziweyo. Uvavanyo lwethu luvavanya idatha yokwenziwa xa kuthelekiswa nedatha yokwenyani kwimilinganiselo eyahlukeneyo.
Ukwabiwa
Ukwabiwa kweeDatha zokwenziwa xa kuthelekiswa nedatha yokwenyani
Ukusasazwa kubonisa ukuphindaphinda kwezinto eziguquguqukayo ngaphakathi kweendidi ezinikiweyo okanye amaxabiso kwaye zibanjwe ngokuchanekileyo yi-Syntho Engine.
Ukulungelelana
Ulungelelwaniso lweDatha yeSynthetic xa kuthelekiswa nedatha yokwenyani
Unxulumano lubonisa unxulumano phakathi kwezinto eziguquguqukayo, ezibonisa iqondo apho iinguqu zinxulumana. I-Syntho Engine ibamba ngokuchanekileyo olu budlelwane.
IiMultivariates
I-Synthetic Data Multivariate Distributions xa kuthelekiswa nedatha yangempela
Ukuhanjiswa kwezinto ezininzi kunye nokulungelelaniswa kwe-multivariate kusithatha ngaphaya kwemilinganiselo eyodwa, ukubonelela ngembono ebanzi malunga nendlela iinguqu ezininzi ezihambelana ngayo. I-Syntho Engine ibamba obu budlelwane.
Ngaba unemibuzo?
Thetha kwenye yeengcaphephe zethu
Iimetriki zabucala zedatha yokwenziwa
Kutheni iimetrics zabucala zokwenziwa zibalulekile?
Ukuveliswa kwedatha yokwenziwa kuntsonkothile kwaye imigibe ikho kwaye kufuneka ilawulwe. Nge-algorithms ye-AI, ukugqithisa kuyingozi kwaye oku kukwanjalo ukuveliswa kwedatha yokwenziwa nge-AI. Ke ngoko, umntu kufuneka alawule umngcipheko wokugqithisa kakhulu xa kusenziwa idatha eyenziweyo. Umngcipheko wokugqithisa kakhulu ulawulwa kwi-Syntho Engine. Ngaphezulu koko, ingxelo ye-Syntho Quality Assurance (QA) ivumela imibutho ukuba ibonise idatha yokwenziwa ayizange idlulele kwidatha yokuqala. Sikwavavanya ngakumbi inkalo enxulumene nobumfihlo, ehlala isetyenziswa ngabaphicothi-zincwadi bangaphakathi.
Uvavanyo kwimidlalo echanekileyo
Uvavanyo "kumdlalo ochanekileyo" kunye ne-Identical Match Ratio (IMR)
Ukubonisa ukuba umlinganiselo weerekhodi zedatha zokwenziwa ezihambelana nerekhodi langempela ukusuka kwidatha yokuqala ayinkulu kakhulu kunomlinganiselo onokulindelwa xa uhlalutya idatha yesitimela.
Uvavanyo kwimidlalo efanayo
Uvavanyo luvuliwe "Iimidlalo ezifanayo" kunye noMgama ukuya kwiRekhodi ekufutshane (DCR)
Umboniso wokuba umgama oqhelekileyo weerekhodi zedatha yokwenziwa kwiirekhodi zabo ezikufutshane ngqo ngaphakathi kwedatha yokuqala awusondeli kakhulu kunomgama onokulindelwa xa kuhlalutywa idatha kaloliwe.
Uvavanyo kwi Outliers
Uvavanyo luvuliwe "Abangaphandle" kunye ne Umlinganiselo womgama wommelwane okufutshane (NNDR)
Ukubonisa ukuba umgama womgama phakathi kwerekhodi elisondeleyo kunye nesibini elisondeleyo kwirekhodi yabo esondeleyo ngaphakathi kwedatha yokuqala ayisondele kakhulu kunomlinganiselo olindelekileyo kwidatha yesitimela.
Cela ingxelo yoqinisekiso lomgangatho
Lo ngumfanekiso omfutshane oshwankathela undoqo wokwenziwa kokuhlolwa komgangatho wedatha kunye nengxelo yoqinisekiso lomgangatho. Inika ukuqonda okungafaniyo kokusasazwa, ukulungelelaniswa, kunye nokuhanjiswa kwezinto ezininzi njengenxalenye yedatha yokwenziwa njengoko ibanjwe ngamakhono aphezulu e-Syntho Engine. Iinkcukacha ezithe vetshe ngengxelo yethu yoqinisekiso lomgangatho ziyafumaneka xa uceliwe.
Cela uxwebhu loMsebenzisi weSyntho!
- Ndiyaqalisa
- Ukusasazwa kunye nezihlanganisi
- Indawo yomsebenzisi
- Iimbonakalo
- Iindima zabasebenzisi kunye nenkxaso