Dangantakar Yanayin Tattaunawa Game da Bambanci
Sugar hankali shine fasaha mai amfani da bayanan da aka yi amfani dasu don hango nesa da kewayon lambobin lambobi (wanda ake kira dabi'u masu ci gaba ), an ba da dataset ta musamman. Alal misali, za a iya yin amfani da ƙwaƙwalwar yin la'akari da farashin samfurin ko sabis, ya ba wasu masu canji.
An yi amfani da matsalolin a cikin masana'antu masu yawa don shiryawa da tallace-tallace da tsare-tsaren kasuwancin, hangen nesan kudi, gyare-gyaren yanayi da kuma nazarin yanayin.
Kuskuren Vs. Ƙayyadewa
Tsarin zuciya da haɓakawa su ne dabarun fasahar bayanai don magance matsaloli irin wannan, amma suna rikicewa akai-akai. Dukansu suna amfani da su a cikin sharuddan bahasi, amma ana amfani da su don yin la'akari da mahimmanci ko ci gaba da ci gaba yayin da rarraba ke ba da bayanai zuwa ɗakunan rarraba.
Alal misali, za a yi amfani da ƙwaƙwalwa don yin la'akari da darajar gida bisa ga wurinta, ƙafafun ƙafa, farashin lokacin da aka sayar, farashin gidaje irin wannan, da sauran dalilai. Ƙayyadewa zai kasance idan kana so ka shirya gidaje a cikin kullun, irin su walkability, size size ko cin hanci da rashawa.
Types of Techniques
Hanyar da ta fi sauƙi da kuma mafi girma shine rikici na linzamin kwamfuta da ake amfani dasu don kimanta dangantaka tsakanin nau'i biyu. Wannan dabara ta amfani da hanyar lissafin ilmin lissafi ta hanyar layi (y = mx + b). A cikin sharuddan ma'ana, wannan yana nufin cewa, ya ba da hoto tare da Y da X-axis, dangantakar dake tsakanin X da Y shi ne hanya madaidaiciya tare da 'yan kaɗan. Alal misali, zamu iya ɗauka cewa, saboda yawan karuwar yawan jama'a, samar da abinci zai karu a daidai lokacin daya - wannan yana buƙatar karfi, haɗin linzamin kwamfuta tsakanin lambobi biyu. Don yin la'akari da wannan, la'akari da jadawalin da Y-axis ke takawa ya karu yawan yawan jama'a, kuma X-axis sunyi amfani da kayan abinci. Y Y darajar Y yana ƙaruwa, ƙimar X za ta karu a daidai lokacin daya, yin dangantaka tsakanin su a madaidaiciya.
Tsarin dabarun, irin su rikice-rikice masu yawa, hangen nesa tsakanin dangantaka tsakanin maɓamai masu yawa - alal misali, akwai dangantaka tsakanin samun kudin shiga, ilimi da kuma inda mutum ya so ya rayu? Bugu da ƙari na ƙananan masu canji yana ƙara ƙaddamar da hasashen. Akwai nau'o'in nau'ikan fasaha na gyaran fuska da yawa da suka haɗa da daidaito, hade-haɗe-haɗe-haɗe, saituka da kuma kayan aiki, kowanne da aikace-aikacen kansa.
A wannan batu, yana da mahimmanci mu fahimci abin da muke ƙoƙarin hango ko hasashen (dogara da tsinkaya ko tsinkaya ) da kuma bayanan da muke amfani da su don yin hasashen (mai zaman kansa ko masu hango nesa ). A misalinmu, muna so mu yi la'akari da wurin da mutum ya zaɓa ya rayu (yanayin da aka kwatanta ) ya ba kuɗi da ilmantarwa (duka masu hangen nesa ).
- Tsare-tsaren daidaitattun daidaitattun ra'ayoyin ya ɗauki dukkanin batutuwa masu mahimmanci a lokaci guda. Alal misali 1) menene dangantaka tsakanin samun kudin shiga da ilimi (hangen nesa) da zabi na unguwa (annabta); da kuma 2) wane mataki ne kowannen masu hangen nesa suka taimaka wajen wannan dangantaka?
- Mataki na Stepwise sau da yawa yana amsa tambayoyin daban. Wani matakan da za a yi amfani da shi zai iya yin la'akari da abin da aka fi sani da hangen nesan da za a yi amfani da su don ganin hangen nesa - ma'anar cewa samfurori na samfurori suna nazari akan muhimmancin masu ganewar mahimmanci sannan sannan ya zaɓi wani sashi mai dacewa. Wannan nau'i na rikici yana amfani da "matakai" don bunkasa daidaituwa. Da aka ba irin wannan rudani, duk masu hango-fice na iya ba ma bayyana a cikin ƙaddarar ƙarshe.
- Tsakanin haɓakawa , kamar stepwise, shi ne tsari mai sauƙi, amma wadanda suka riga sun ƙaddara sun shiga cikin samfurin a cikin ƙayyadaddun tsari da aka tsara a gaba, watau algorithm ba ya ƙunsar saiti na ƙididdiga don ƙayyade umarnin da za a shigar da masu kallo. An yi amfani da shi mafi sau da yawa lokacin da mutumin da ke samar da ƙaddarar ƙirar yana da ilimin fasaha na filin.
- Kayan gyaran Setwise yana kama da stepwise amma samfurin nazari na canje-canje maimakon mutum masu canji.