Data Mining : Konsep dan Aplikasi
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1.1. Data Mining : Apa dan Mengapa? ............................. 1
1.2. Fungsi Data Mining ...................................................... 3
Bab 2 - Proses Datamining ...................................................... 5
2.1. Proses Data Mining ....................................................... 5
2.2. Model Cross Standar Ptocess Industrial Data Mining/
CRISP-DM ...................................................................... 8
Bab 3 - Memahami Data .......................................................... 13
3.1. Macam-macam data ...................................................... 13
3.2. Macam-macam atribut .................................................. 15
3.3. Statistik diskriptif data .................................................. 21
Bab 4 - Pemrosesan Awal data ................................................ 23
4.1. Pengantar pemrosesan awal data ................................ 23
4.2. Membersihkan data ....................................................... 27
4.3. Transformasi data .......................................................... 27
4.4. Integerasi Data ............................................................... 28
4.5. Normalisasi Data ........................................................... 28
4.6. Memasukkan data yang hilang (Missing Data) ......... 29
4.7. Identifikasi noise ............................................................ 29
