Kukurukurirana - 

0

Kukurukurirana - 

0

Random Masango Kuongorora muML uye nguva yekuishandisa

machine learning

In Machine kudzidza, iyo yakasarudzika sango algorithm inozivikanwawo seyakajairika musango classifier. Iyo inozivikanwa kwazvo kupatsanura algorithm. Chimwe chezvinhu chinonyanya kufadza nezve algorithm iyi ndechekuti inogona kushandiswa seiri ese kupatsanura uye kusarongeka kwemasango kudzoreredza algorithm. Iyo RF algorithm algorithm ye Machine kudzidza, rinova sango. Isu tinoziva kuti sango rine miti yakati wandei. Miti iri kutaurwa pano ndeiyi sarudzo miti. Naizvozvo, iyo RF algorithm inosanganisira yakasarudzika kuunganidzwa kana kusarudzika kusarudzwa kwemuti wesango. Iko kuwedzera kune iyo sarudzo yemuti algorithm. Saka chaizvo, zvinoitwa neRR algorithm ndeyekuti inogadzira yakasarudzika sampuro yemiti mizhinji yesarudzo uye inosanganisa iwo pamwechete kuti vawane kufembera kwakadzikama uye kwakaringana kuburikidza nekusimbiswa kwemuchinjikwa. Muzhinji, iyo yakawanda miti musango, inowedzera kusimba ingadai iri fungidziro uye nekudaro yakakwirira kururamisa.

Kuti unzwisise zvizere hunhu hweakasarudzika sango algorithm, zvakakosha kuti iwe utange wanzwisisa iyo pfungwa yesarudzo yemuti classifier.

Sarudzo Miti

Sarudzo Muti algorithm algorithm iyo inogona kushandiswa kugadzirisa kudzoreredza pamwe nezvinetso zvekupatsanura. Chinangwa chikuru chekugadzirwa kwemuti wekusarudza ndeyekuvaka modhi yekudzidzisa kana seti yekudzidzira. Iyi yekudzidzira modhi inoshandiswa kufungidzira kukosha kana kirasi yeanogamuchira misiyano kana echikamu akasiyana. Iyo nhanho yekunzwisisa kwesarudzo yemiti algorithm iri nyore kwazvo kupfuura mamwe maratidziro algorithms.

Mune iyo RF classifier, yega sarudzo yemuti inofungidzira mhinduro yezviitiko uye yekupedzisira mhinduro inogadziriswa kuburikidza nekuvhota. Kupesana, muchikamu, mhinduro inogamuchirwa nevazhinji kuvhota kweChisarudzo Muti ndiyo yekupedzisira mhinduro uye mukudzokedzana, mhinduro yekupedzisira iavhareji yemhinduro dzese.

Nei uchishandisa Random Masango Algorithm

Kuti upindure uyu mubvunzo, isu tichakurudzira zvimwe zvezvakanakira uye zvakakosha zvinhu zvinojekesa pfungwa dzako kuti nei uchishandisa iyo RF Algorithm mu Machine kudzidza.

  • Random algorithm yemasango inogona kushandiswa kune ese maratidziro uye kudzokorodza basa.
  • Inopa kurongeka kwepamusoro kuburikidza nemuchinjiko unosimbisa.
  • Random musango classifier inobata iwo asipo maitiro uye chengetedza iko kwakaringana chikamu chakakura che data.
  • Kana paine mimwe miti, haibvumire iyo-inokodzera miti mune modhi.
  • Iyo ine simba rekubata hombe dhata yakatarwa nehurefu hwakakwirira

Chinoshanda sei

Mune masango akasarudzika, tinokura miti yakawanda mumodhodhi. Kugadza chinhu chitsva kunoenderana nehunhu hutsva muti wega wega unopa rondedzero uye isu tinoti iwo muti unovhotera iro kirasi. Sango rinosarudza maratidziro ane mavhoti mazhinji emimwe miti yese musango zvichibva pakukosha zvibodzwa uye inotora musiyano wepakati kubva pane zvinobuda mumiti yakasiyana. Kazhinji, RF yakavaka miti yakawanda uye inoisanganisa pamwe kuti iwane mhedzisiro yakajeka.

Ipo ichigadzira miti isina kujairika inopatsanurwa kuita node dzakasiyana kana masetseti. Ipapo inotsvaga iyo yakanaka mhedzisiro kubva kune yakasarudzika subsets. Izvi zvinoguma mune iri nani modhi yealgorithm. Nekudaro, musango rakasarudzika, chete yakasarudzika subset ndiyo inotorwa mukutariswa.

Kuti ndikupe yakajeka zano rekushanda kwemuti wakasarudzika, ngatione muenzaniso.

Ngatitii takaita chiuru chemiti yakasarudzika kuti tiumbe sango rakasarudzika kuti tione 'ruoko'. Sango rega rega risinganzwisisike rinofanotaura mhedzisiro dzakasiyana kana kirasi yezvimiro zvakafanana zveyedzo. Chikamu chidiki chesango chinotarisa pane zvakasarudzika maficha, semuenzaniso, ruoko kana zvigunwe. Ngatitii zana zana sarudzo sarudzo miti inofanotaura zvimwe zvakasarudzika tarisiro senge chigunwe, zvigunwe kana munhu. Ipapo mavhoti eminwe akaverengerwa kubva pamazana esarudzo dzakasarudzika uyezve mavhoti echigunwe uye emunhu. Kana mavhoti emunwe ari akakwirira, saka sango rekupedzisira rakasarudzika rinodzosera munwe seyakafanotaurwa. Rudzi urwu rwekuvhota runodaidzwa kunzi kuvhota kwakawanda. Izvi zvinoshandawo kune mimwe minwe yeruoko, kana iyo algorithm inofungidzira iyo yakasara yemimwe minwe kuva zvigunwe zveruoko, ipapo iyo yemhando yepamusoro danho muti unogona kuvhota kuti chifananidzo 'ruoko'. Ichi ndicho chikonzero sango risingazivikanwe rinozivikanwawo seEnsemble Machine kudzidza algorithm.

Zvekudzidzisa dhata kana bvunzo yekudzidzira inoiswa mukati Machine kudzidza, iyi algorithm inobatsira munzira dzakati wandei uye mazhinji ekushandisa arikuenderera mberi. Pazasi isu takakurukura kushandiswa kweiyi algorithm mu Machine kudzidza muzvikamu zvishoma.

Nguva yekushandisa Random Forest Analysis

Iko kune akati wandei kunyorera uko kuongororwa kweRF kunogona kuiswa. Tichakurukura mamwe emakambani uko masango akasarudzika anogona kuiswa. Tichatarisa zvakare padyo kana iyo ongorora masango ongororo inouya mukuita basa.

Banking Sector: The rwezvemabhengi chikamu chine vashandisi vazhinji. Kune makasitoma akawanda akavimbika uyewo makasitoma anobiridzira. Kuti uone kana mutengi ari a kuvimbika kana kubiridzira, Ongororo yemasango inopinda. Nerubatsiro rwechisina masango algorithm mukati Machine kudzidza, tinogona kuona zviri nyore kana mutengi ari kubiridzira kana kuvimbika. A sisitimu inoshandisa seti yeangorigorithm inotaridza kutengeserana kwehutsotsi nenhevedzano yepati.

Mishonga: Mishonga inoda musanganiswa wakaoma wemakemikari chaiwo. Saka, kuziva kusanganiswa kukuru mumishonga, Random sango rinogona kushandiswa. Nerubatsiro rwe Machine kudzidza algorithm, zvave nyore kuona uye kufanotaura manzwiro emushonga emushonga. Zvakare, zvinobatsira kuziva chirwere chemurwere kuburikidza nekuongorora rekodhi yekurapa yemurwere.

Stock Market: Machine kudzidza inoitawo basa mukuongororwa kwemusika wemasheya. Paunenge uchida kuziva maitiro emusika wekutengesa, nerubatsiro rweRandom forest algorithm, maitiro emusika wekutengesa anogona kuongororwa. Zvakare, inogona kuratidza kurasikirwa kunotarisirwa kana purofiti iyo inogona kugadzirwa uchitenga imwe stock.

E-Commerce: Paunenge uchiona zvichinetsa ku kurudzira kana kuratidza rudzii rwezvigadzirwa mutengi wako anofanira kuona. Apa ndipo paunogona kushandisa yakasarudzika sango algorithm. Kushandisa a Machine kudzidza system, unogona kupa zano izvo zvigadzirwa zvinove zvakanyanya kune mutengi. Uchishandisa imwe pateni uye uchitevera kufarira kwechigadzirwa chemutengi, unogona kupa mazano akafanana kune vatengi vako.

Tags:

Anurag

0 Comments

Subscribe To Newsletter Vedu

Subscribe To Newsletter Vedu

Joinha yedu yekutumira runyorwa kuti ugamuchire zvazvino nhau nekuvandudzwa kubva kuchikwata chedu.

Iwe Zvinobudirira akanyoresa!

Share This
%d bloggers seizvi: