24
K-MEANS 10111391 Asep Ahadiaturohman Nuroja 10111395 Taufik Hidayat Supratman 10111398 Yudha Taufik Nugraha

Presentasi K Means

Embed Size (px)

DESCRIPTION

K-Means

Citation preview

Page 1: Presentasi K Means

K-MEANS1011139

1Asep Ahadiaturohman Nuroja

10111395

Taufik Hidayat Supratman

10111398

Yudha Taufik Nugraha

Page 2: Presentasi K Means

WHAT IS?K-

MEA

NS

Page 3: Presentasi K Means

K-MEA

NSWHAT FOR?

Page 4: Presentasi K Means

K-MEA

NS

GOOD & BAD

Page 5: Presentasi K Means

K-MEA

NSHOW IT WORKS?

Page 6: Presentasi K Means

K-MEA

NS Step 0

Kumpulan data

Page 7: Presentasi K Means

K-MEA

NS Step 1

Tentukan jumlah cluster

Page 8: Presentasi K Means

K-MEA

NS Step 2

Alokasikan data.Hitung Centroid

Page 9: Presentasi K Means

K-MEA

NS Step 3

Hitung dan Bandingkan jarak

setiap data dengan setiap cluster

Page 10: Presentasi K Means

K-MEA

NS Step 4

Alokasikan data ke cluster dengan jarak

terdekat.

Page 11: Presentasi K Means

K-MEA

NS Step 5

Hitung centroid.Proses selesai jika nilai

centroid baru sama dengan centroid lama

Page 12: Presentasi K Means

K-MEA

NS

Page 13: Presentasi K Means

K-MEA

NS Iterasi 0

Page 14: Presentasi K Means

K-MEA

NS Iterasi 0

Page 15: Presentasi K Means

K-MEA

NS Iterasi 0

Page 16: Presentasi K Means

K-MEA

NS Iterasi 0

Page 17: Presentasi K Means

K-MEA

NS Iterasi 0

Lama Baru

Page 18: Presentasi K Means

K-MEA

NS Iterasi 1

Page 19: Presentasi K Means

K-MEA

NS Iterasi 1

Page 20: Presentasi K Means

K-MEA

NS Iterasi 1

Page 21: Presentasi K Means

K-MEA

NS Iterasi 1

Lama Baru

Page 22: Presentasi K Means

K-MEA

NS Iterasi 1

Page 23: Presentasi K Means

K-MEA

NS

CLASSIFICATION&

CLUSTERING

Page 24: Presentasi K Means

K-MEA

NS

THANK YOU