?url_ver=Z39.88-2004&rft_id=1967031001+&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=KLASIFIKASI+PENYAKIT+DIABETES+PADA+PEREMPUAN+MENGGUNAKAN+METODE+SUPPORT+VECTOR+MACHINE+(SVM)+&rft.creator=Aulia+%2C+Zahro+Kholili&rft.subject=500+ilmu+pengetahuan+alam+dan+matematika&rft.subject=510+Matematika&rft.description=%0D%0A%0D%0A%0D%0ADiabetes+is+a+common+chronic+disease+caused+by+high+blood+sugar+levels+that+exceed+normal+limits.++In++diabetics%2C++the+pancreas++cannot++produce+the++required++amount+of+insulin.+Diabetes+is+a+disease+that+causes+the+highest+death+rate+in+Indonesia.+Diabetes+is+potentially+higher+in+women.+This+study+analyses+the+classification+of+those+with+the+potential+to+develop+diabetes%2C+especially+women%2C+based+on+available+data.+The+data+used+is+a+dataset+from+the+article+The+National+Institute+of+Diabetes+and+Digestive+and+Kidney+Diseases.+There+are+many+ways+to+diagnose+diabetes%2C+one+of+which+is+using+the+Support+Vector+Machine+algorithm.+This+study+uses+four+kernels+in+modelling+using+SVM%2C+namely+linear%2C+polynomial%2C+gaussian%2C+and+sigmoid%2C+as+well+as+several+training++and++data+testing+divisions.++The+results+obtained++show+the+highest+model+accuracy++rate+of++87%25++when++using++a++linear++kernel++with++training++and++testing++data+divisions+of+95%25+and+5%25.%0D%0A%0D%0AKeywords%3A+Diabetes%2C+Classification%2C+Support+Vector+Machine.+%0D%0A%0D%0A%0D%0A%0D%0A%0D%0A%0D%0A%0D%0ADiabetes+adalah+penyakit+kronis+umum+yang+diakibatkan+kadar+gula+darah+yang+tinggi+dan+melewati+batas+normal.+Pada+penderita+diabetes%2C+pankreas+tidak+mampu+menghasilkan++jumlah++insulin++yang++diperlukan.++Diabetes++merupakan++salah++satu+penyakit+yang+mengakibatkan+angka+kematian+tertinggi+di+Indonesia.+Diabetes+berpotensi+lebih+tinggi+pada+perempuan.+Untuk+membantu+mendeteksi+penyakit+diabetes+lebih+dini%2C+penelitian+ini+mengkaji+analisis+mengenai+klasifikasi+siapa+saja+yang+berpotensi+terkena+penyakit+diabetes%2C+khususnya+pada+perempuan%2C+berdasarkan+data+yang+tersedia.+Data+yang+digunakan+adalah+dataset+dari+artikel+The+National+Institute+of+Diabetes+and+Digestive+and+Kidney+Disease.+Terdapat+banyak+cara+dalam+mendiagnosa++penyakit++diabetes%2C++salah++satunya++adalah++menggunakan++algoritma+Support+Vector+Machine.+Penelitian+ini+menggunakan+empat+kernel+dalam+melakukan+pemodelan+menggunakan+SVM%2C+yaitu+linear%2C+polinomial%2C+gaussian%2C+dan+sigmoid+serta+beberapa+pembagian+training+dan+testing+data.+Hasil+yang+diperoleh+menunjukkan+tingkat++akurasi++model++tertinggi++sebesar++87%25++ketika++menggunakan++kernel++linear+dengan+pembagian+training+dan+testing+data+sebesar+95%25+dan+5%25%0D%0A%0D%0AKata+Kunci%3A+Diabetes%2C+Klasifikasi%2C+Support+Vector+Machine.%0D%0A&rft.publisher=MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM&rft.date=2023-02-08&rft.type=Skripsi&rft.type=NonPeerReviewed&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F69877%2F1%2FABSTRAK.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F69877%2F2%2FSKRIPSI%2520FULL.pdf&rft.format=text&rft.identifier=http%3A%2F%2Fdigilib.unila.ac.id%2F69877%2F3%2FSKRIPSI%2520TANPA%2520BAB%2520PEMBAHASAN.pdf&rft.identifier=++Aulia+%2C+Zahro+Kholili++(2023)+KLASIFIKASI+PENYAKIT+DIABETES+PADA+PEREMPUAN+MENGGUNAKAN+METODE+SUPPORT+VECTOR+MACHINE+(SVM).++MATEMATIKA+DAN+ILMU+PENGETAHUAN+ALAM%2C+UNIVERSITAS+LAMPUNG.+++++&rft.relation=http%3A%2F%2Fdigilib.unila.ac.id%2F69877%2F