?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=PREDIKSI+PERSEBARAN+DEMAM+BERDARAH+DI+KOTA+BANDAR%0D%0ALAMPUNG+DENGAN+METODE+SUPPORT+VECTOR+MACHINE&rft.creator=RM+Sulaiman+Sani%2C+151705101180&rft.subject=000+Ilmu+komputer%2C+informasi+dan+pekerjaan+umum&rft.subject=003+Sistem-sistem&rft.description=Dengue+fever+is+a+dangerous+disease+and+always+causes+casualties+every+year%2C%0D%0Aespecially+in+the+tropics+or+subtropics.+Dengue+fever+cases+increase+during+the+rainy%0D%0Aseason%2C+many+factors+affect+the+spread+of+dengue+fever%2C+such+as+vegetation%2C%0D%0Apopulation+and+landfills.+The+data+used+are+dengue+data+in+Bandar+Lampung+City%2C%0D%0Aweather+data%2C+population+data+and+distance+matrix+data+between+dengue+fever+events%0D%0Awith+each+other.+The+amount+of+data+used+is+1%2C080+data+with+3+kernels%3A+linear%2C%0D%0Agaussian+and+polynomial.+In+this+study+four+experiments+were+carried+out%2C+the+first%0D%0Atwo+experiments+were+carried+out+without+Feature+Selection+and+the+next+two%0D%0Aexperiments+were+carried+out+with+Feature+Selection.+After+the+experiment+was%0D%0Afound+the+highest+accuracy+in+the+experiment+with+Feature+Selection+with+44%0D%0AVariables.+From+the+experiments+conducted+on+the+Gaussian+kernel+get+the+highest%0D%0Aaccuracy+that+is+equal+to+75.52%25%2C+while+the+Linear+kernel+accuracy+gets+the+lowest%0D%0Aaccuracy+that+is+equal+to+74.61%25+and+on+the+Polynomial+Kernel+get+an+accuracy+of%0D%0A75.15%25.%0D%0A%0D%0AKeywords+%3A+Machine+Learning%2C+Prediction+of+Dengue+Fever%2C+Support+Vector%0D%0A%0D%0AMachine.%0D%0ADemam+berdarah+adalah+penyakit+berbahaya+dan+selalu+menyebabkan+korban+setiap%0D%0Atahun%2C+terutama+di+daerah+tropis+atau+subtropis.+Kasus+demam+berdarah+meningkat%0D%0Aselama+musim+hujan%2C+banyak+faktor+yang+mempengaruhi+penyebaran+penyakit%0D%0Ademam+berdarah%2C+seperti+vegetasi%2Cjumlah+penduduk+dan+tempat+pembuangan%0D%0Asampah.+Data+yang+digunakan+adalah+data+penderita+demam+berdarah+di+Kota%0D%0ABandar+Lampung%2C+data+cuaca%2C+data+penduduk+dan+data+matriks+jarak+antara+kejadian%0D%0Ademam+berdarah+satu+sama+lain.+Jumlah+data+yang+digunakan+adalah+1.080+data%0D%0Adengan+3+kernel%3A+linear%2C+gaussian+dan+polinomial.+Dalam+penelitian+ini+dilakukan%0D%0Aempat+kali+experimen%2C+dua+experimen+pertama+dilakukan+tanpa+Feature+Selection%0D%0Adan+dua+experimen+berikutnya+di+lakukan+dengan+Feature+Selection.+Setelah%0D%0Adilakukan+percobaan+didapati+akurasi+tertinggi+pada+percobaan+dengan+Feature%0D%0ASelection+dengan+44+variable.+Dari+percobaan+yang+dilakukan+pada+kernel+Gaussian%0D%0Amendapatkan+akurasi+tertinggi+yaitu+sebesar+75%2C52%25%2C+sedangkan+akurasi+pada+kernel%0D%0ALinear+mendapatkan+akurasi+terendah+yaitu+sebesar+74%2C61%25+dan+pada+Kernel%0D%0APolynomial+mendapatkan+akurasi+sebesar+75%2C15%25.%0D%0A%0D%0AKata+Kunci+%3AMachine+Learning%2C+Prediksi+demam+berdarah%2C+Support+Vector%0D%0A%0D%0AMachine.&rft.publisher=FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2019&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F57705%2F1%2FABSTRAK.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F57705%2F2%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F57705%2F3%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN.pdf&rft.identifier=++RM+Sulaiman+Sani%2C+151705101180++(2019)+PREDIKSI+PERSEBARAN+DEMAM+BERDARAH+DI+KOTA+BANDAR+LAMPUNG+DENGAN+METODE+SUPPORT+VECTOR+MACHINE.++FAKULTAS+MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F57705%2F