Nama : Siti Nur Jannah NIM : 1895124006 Prodi : S1 Sistem Informasi Data Training no. 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 age spectacle-prescription astigmatic tear production rate contact-lenses young myope no reduced none young myope no normal soft young myope yes reduced none young myope yes normal hard young hypermetrope no reduced none young hypermetrope no normal soft young hypermetrope yes reduced none young hypermetrope yes normal hard pre-presbyopic myope no reduced none pre-presbyopic myope no normal soft pre-presbyopic myope yes reduced none pre-presbyopic myope yes normal hard pre-presbyopic hypermetrope no reduced none pre-presbyopic hypermetrope no normal soft pre-presbyopic hypermetrope yes reduced none pre-presbyopic hypermetrope yes normal none presbyopic myope no reduced none presbyopic myope no normal none presbyopic myope yes reduced none presbyopic myope yes normal hard presbyopic hypermetrope no reduced none presbyopic hypermetrope no normal soft presbyopic hypermetrope yes reduced none presbyopic hypermetrope yes normal none Data Testing no. age spectacle-prescription astigmatic tear production rate contact-lenses 1 pre-presbyopic hypermetrope yes reduced ? 2 presbyopic hypermetrope no normal ? Mulai Kasus 1 (pre-presbyopic, hypermetrope, yes, reduced) P(Ci) P(none) = (15/24) P(hard) = (4/24) P(soft) = (5/24) Kedua P(X|Ci) P(pre-presbyopic|none) = 5/15 P(pre-presbyopic|hard) = 1/4 P(pre-presbyopic|soft) = 2/5 P(hypermetrope|none) = 8/15 P(hypermetrope|hard) = 1/4 P(hypermetrope|soft) = 3/5 P(yes|none) = 8/15 P(yes|hard) = 4/4 P(yes|soft) = 0/5 P(reduced|none) = 12/15 P(reduced|hard) = 0/4 P(reduced|soft) = 0/5 Ketiga P(X|Ci) P(X|none) = P(pre-presbyopic, hypermetrope, yes, reduced| none) = 5/15 . 8/15 . 8/15 . 12/15 = 0.0759 P(X|hard) = P(pre-presbyopic, hypermetrope, yes, reduced| hard) = 1/4 . 1/4 . 4/4 . 0/4 = 0 P(X|soft) = P(pre-presbyopic, hypermetrope, yes, reduced| soft) = 2/5 . 3/5 . 0/5 . 0/5 = 0 Keempat P(X|Ci)P(Ci) P(X|none).P(none) = 0.0759 . 15/24 = 0.0474 = 4.74% P(X|hard).P(hard) = 0 . 4/24 = 0 = 0% P(X|soft).P(soft) = 0 . 5/24 = 0 = 0% Kesimpulan Untuk age pre-presbyopic, spectacle-prescription hypermetrope, astigmatic yes, tear production rate reduced, Masuk ke kelas NONE Mulai Kasus 2 (Presbyopic, hypermetrope, no, normal) P(Ci) P(none) = (15/24) P(hard) = (4/24) P(soft) = (5/24) Kedua P(X|Ci) P(presbyopic|none) = 6/15 P(presbyopic|hard) = 1/4 P(presbyopic|soft) = 1/5 P(hypermetrope|none) = 8/15 P(hypermetrope|hard) = 1/4 P(hypermetrope|soft) = 3/5 P(no|none) = 7/15 P(no|hard) = 0/4 P(no|soft) = 5/5 P(normal|none) = 3/15 P(normal|hard) = 4/4 P(normal|soft) = 5/5 Ketiga P(X|Ci) P(X|none) = P(Presbyopic, hypermetrope, no, normal| none) = 6/15 . 8/15 . 7/15 . 3/15 = 0.0199 P(X|hard) = P(Presbyopic, hypermetrope, no, normal| hard) = 1/4 . 1/4 . 0/4 . 4/4 = 0 P(X|soft) = P(Presbyopic, hypermetrope, no, normal| soft) = 1/5 . 3/5 . 5/5 . 5/5 = 0.12 Keempat P(X|Ci)P(Ci) P(X|none).P(none) = 0.0199 . 15/24 = 0.0124 = 1.24% P(X|hard).P(hard) = 0 . 4/24 = 0 = 0% P(X|soft).P(soft) = 0.12 . 5/24 = 0.025 = 2.5% Kesimpulan Untuk age presbyopic, spectacle-prescription hypermetrope, astigmatic no, tear production rate normal, Masuk ke kelas SOFT