Data sịntetik: Nzọụkwụ ọhụrụ na-aga n'ihu na nnweta data na Lifelines na mmekorita ya na Syntho

Na nso nso a, anyi na Usoro ndụ anọwo na-arụ ọrụ na ngwọta ọhụrụ ọhụrụ iji mee ka data anyị nwetakwuo maka nyocha, na-eme ka nzuzo nke ndị sonyere anyị dịkwuo mma. Site na iji data sịntetik sitere na Syntho, anyị nwere ike ugbu a ịmepụta dataset sịntetik nke nwere otu ihe ndekọ ọnụ ọgụgụ dị ka data mbụ anakọtara, na-agụnyeghị data ọ bụla nke ndị sonyere anyị. Usoro iji wepụta data sịntetik na-eji ezigbo data were were usoro ndekọ ọnụ ọgụgụ iji wepụta ihe ọhụrụ zuru oke, nke arụrụ arụ.

Ọgbọ data sịntetik bụ 'Technique Enhacing Technique' (PET) nke na-achọ ichekwa ma kwalite nzuzo nke ndị mmadụ n'otu n'otu. Usoro ndị dị otú ahụ na-enyere aka ibelata ọnụ ọgụgụ ozi nkeonwe ekpughere ma belata ihe ize ndụ nke imebi nzuzo. Maka arịrịọ data ọ bụla sitere n'aka onye nyocha, anyị nwere ike iwepụta data synthetic ugbu a site n'iji igwe ihe nrụpụta data synthetic synthetic, na-enye onye nyocha ọ bụla nwere dataset synthetic pụrụ iche nke ha.

Anyị na-enyocha data sịntetik emepụtara dabere na akụrụngwa atọ: ojiji, ịba uru na nzuzo. Nsonaazụ ndị a na-enye anyị ozi gbasara nzuzo, myirịta ọnụ ọgụgụ dị n'etiti ezigbo data na data sịntetik, yana mmekọrịta echekwara n'etiti mgbanwe. Anyị na-eme nke a dabere na ọnụ ọgụgụ na visualizations, dị ka e gosiri na ọnụ ọgụgụ (na foto a, anyị na-ahụ nkezi afọ kwa obodo nke ma ezigbo data (aka ekpe) na synthesized data (n'aka nri)).

Anyị na ndị ọkachamara na ndị ọsụ ụzọ ndị ọzọ, anyị mepụtara ma kwalite atụmatụ ọgbọ data synthetic ọhụrụ a nke Lifelines. Site n'enyemaka nke onye mmekọ anyị Syntho, anyị mere nyocha nke mbụ n'ime ohere nke nchịkọta data nwere ike iweta maka Lifelines. Site n'ihe ọmụma ha buru ibu nke usoro mmepụta data sịntetik, anyị jikọrọ aka na ntọala mbụ nke sịntetik. Tụkwasị na nke ahụ, anyị ji nnọọ mpako maka ụmụ akwụkwọ ndị meworo anyị nyocha banyere isiokwu a. Ma Flip na Rients tọrọ ntọala maka nnabata nke ikpo okwu Syntho nke na-arụ ọrụ ugbu a.

N'ịbụ onye mechachara usoro mbụ na nyocha nke ọma, Lifelines ga-aga n'ihu na ntinye na ntinye data nke sịntetik na mmekorita ya na Syntho. Ya mere, site ugbu a gaa n'ihu, ọ ga-ekwe omume na ndị nchọpụta na ndị ọzọ metụtara na-arụ ọrụ na synthetic Lifelines data. Yabụ, ị nwere mmasị, ma ọ bụ na ị bụ onye nyocha na ị ga-achọ ịmatakwu ihe data sịntetik nwere ike ime maka nyocha gị? Ọ bụrụ otú ahụ, mee ka anyị mara na anyị ga-enwe obi ụtọ inye aka!