Pengelompokan Karakter Pemain

Pengelompokan karakter pemain pada game mobile legends menggunkaan metode K-Means.

Lihat Lebih Lanjut

Spesifikasi Pengelompokan

C1 : Sangat Kuat

C2 : Kuat

C3 : Cukup Kuat

C4 : Lemah

C5 : Sangat Lemah

Tabel Kluster

Berikut merupakan pengelompokan hero berdasarkan hasil metode k-means dengan Kluster yang telah ditentukan seperti C1, C2, C3, C4, C5.

Keterangan C (Kluster)

C1 : Sangat Kuat

C2 : Kuat

C3 : Cukup Kuat

C4 : Lemah

C5 : Sangat Lemah

C1	C2	C3	C4	C5
Vexana Badang Eudora Lesley Miya Zilong Saber Layla	Irithel Thamuz Leomord Lunox Kimmy Karrie Freya Harith X.Borg Dyrroth Faramis Clint Lylia Masha Khaleed Bane Bruno Kagura Roger Granger Estes Alucard Pharsa Sun Yi Sun Shin Cecilion Chang'e Claude Balmond Harley Karina Ling Hanzo Paquito Vale Zhask Gusion Wanwan Lancelot Luo Yi Hayabusa Diggie Yve Fanny Benedetta	Martis Alpha Moskov Gord Kaja Popol and Kupa Argus Lapu Lapu Valir Alice Rafaela Kadita Hanabi Chou Nana Angela Jawhead Guinevere Aldous Yu Zhong Helcurt Mathilda Brody Natalia Silvanna	Terizla Grock Carmilla Minsitthar Ruby Belerick Lolita Akai Hylos Minotaur Baxia Hilda Barats Uranus Franco Tigreal Atlas Gatot Kaca Khufra Johnson Esmeralda	Aurora Cyclops Odette Selena

Tabel Ranked

Berikut merupakan pengelompokan hero berdasarkan hasil metode k-means dengan Kluster yang telah ditentukan untuk mode ranked.

Cluster yang termasuk pada mode ranked

C1 : Sangat Kuat

C2 : Kuat

	Hero	Role	Durability	Control Effect	Offense	Attack Speed	Difficulty
C1	Vexana	mage	40	70	90	1	20
C1	Badang	fighter	50	60	70	1.13	30
C1	Eudora	mage	30	70	70	1	30
C1	Lesley	marksman	30	40	60	1.04	4
C1	Miya	marksman	30	50	70	1.06	30
C1	Zilong	fighter	40	60	50	1.2	30
C1	Saber	assassin	40	60	60	1.08	30
C1	Layla	marksman	30	30	80	1.06	30
C2	Irithel	marksman	20	20	80	1.3	50
C2	Thamuz	fighter	70	30	50	1.05	50
C2	Leomord	fighter	80	30	40	1.05	60
C2	Lunox	mage	40	30	90	1.01	90
C2	Kimmy	marksman	40	30	100	1.03	80
C2	Karrie	marksman	50	30	70	1.04	50
C2	Freya	fighter	60	50	50	1.04	50
C2	Harith	mage	40	20	50	1.05	50
C2	X.Borg	fighter	70	20	30	1.08	50
C2	Dyrroth	fighter	50	40	50	1.14	40
C2	Faramis	support	50	20	60	0.98	50
C2	Clint	marksman	40	50	70	1.05	70
C2	Lylia	mage	70	30	100	1.01	50
C2	Masha	fighter	80	30	50	1	60
C2	Khaleed	fighter	70	50	50	1.05	50
C2	Bane	fighter	50	40	60	1.06	30
C2	Bruno	marksman	40	40	60	1.01	50
C2	Kagura	mage	40	50	90	1.02	80
C2	Roger	fighter	60	30	50	1.05	60
C2	Granger	marksman	40	30	60	1.02	50
C2	Estes	support	60	40	30	1	40
C2	Alucard	fighter	50	30	50	1.12	40
C2	Pharsa	mage	40	50	90	0.98	40
C2	Sun	fighter	50	30	50	1.14	40
C2	Yi Sun Shin	marksman	50	40	90	1.03	80
C2	Cecilion	mage	50	60	100	1	40
C2	Chang'e	mage	50	40	80	1.01	50
C2	Claude	marksman	40	30	60	1.03	60
C2	Balmond	fighter	80	40	50	1.06	30
C2	Harley	mage	40	30	90	1.06	70
C2	Karina	assassin	50	30	70	1.12	40
C2	Ling	assassin	50	40	60	1.01	70
C2	Hanzo	assassin	60	40	70	1.08	70
C2	Paquito	fighter	70	40	50	1.22	80
C2	Vale	mage	40	60	100	1	40
C2	Zhask	mage	30	50	100	1	50
C2	Gusion	assassin	40	30	90	1.11	80
C2	Wanwan	marksman	40	40	60	0.98	60
C2	Lancelot	assassin	50	30	60	1.08	60
C2	Luo Yi	mage	40	50	100	0.99	60
C2	Hayabusa	assassin	50	30	60	1.06	60
C2	Diggie	support	50	40	50	1	60
C2	Yve	mage	50	50	70	0.98	60
C2	Fanny	assassin	60	30	70	1.11	100
C2	Benedetta	assassin	60	40	50	1.1	70

Tabel Classic

Berikut merupakan pengelompokan hero berdasarkan hasil metode k-means dengan Kluster yang telah ditentukan untuk mode classic.

Cluster yang termasuk pada mode classic

C3 : Cukup Kuat

C4 : Lemah

C5 : Sangat Lemah

	Hero	Role	Durability	Control Effect	Offense	Attack Speed	Difficulty
C3	Martis	fighter	70	60	40	1.08	50
C3	Alpha	fighter	60	70	50	1.14	30
C3	Moskov	marksman	40	60	60	1.01	50
C3	Gord	mage	30	70	60	0.96	40
C3	Kaja	support	40	50	50	1.05	60
C3	Popol and Kupa	marksman	40	60	60	1	50
C3	Argus	fighter	60	50	50	1.09	60
C3	Lapu Lapu	fighter	70	50	50	1.12	60
C3	Valir	mage	40	60	60	1	40
C3	Alice	mage	50	70	50	1	70
C3	Rafaela	support	60	70	40	0.99	40
C3	Kadita	mage	50	70	70	1	50
C3	Hanabi	marksman	40	70	60	1.06	40
C3	Chou	fighter	50	70	40	1.1	60
C3	Nana	mage	50	100	60	1.08	40
C3	Angela	support	50	60	40	0.99	60
C3	Jawhead	fighter	60	60	40	1.12	50
C3	Guinevere	fighter	50	70	60	1.14	40
C3	Aldous	fighter	70	60	50	1.04	70
C3	Yu Zhong	fighter	70	70	50	1	70
C3	Helcurt	assassin	50	60	60	1.16	60
C3	Mathilda	support	80	50	40	1	50
C3	Brody	marksman	50	60	70	1.2	50
C3	Natalia	assassin	30	50	60	1.1	90
C3	Silvanna	fighter	60	70	50	1.14	40
C4	Terizla	fighter	90	50	40	1	30
C4	Grock	tank	90	80	40	1.01	70
C4	Carmilla	support	90	80	30	1.14	50
C4	Minsitthar	fighter	70	80	40	1.06	40
C4	Ruby	fighter	90	90	40	1.07	50
C4	Belerick	tank	90	100	50	1.01	40
C4	Lolita	tank	100	90	30	0.98	50
C4	Akai	tank	80	90	50	1.06	50
C4	Hylos	tank	100	80	40	1.03	40
C4	Minotaur	tank	100	70	30	0.91	50
C4	Baxia	tank	100	60	40	1	30
C4	Hilda	fighter	90	50	50	1.05	50
C4	Barats	tank	100	90	50	1.1	60
C4	Uranus	tank	100	40	40	1.04	50
C4	Franco	tank	70	100	40	1.03	50
C4	Tigreal	tank	80	100	30	1.03	30
C4	Atlas	tank	80	90	30	0.98	50
C4	Gatot Kaca	tank	90	90	40	1.02	30
C4	Khufra	tank	90	100	40	0.98	60
C4	Johnson	tank	80	90	50	1.03	60
C4	Esmeralda	mage	90	60	50	1	60
C5	Aurora	mage	30	90	90	1	40
C5	Cyclops	mage	40	70	100	1	50
C5	Odette	mage	40	70	100	1	40
C5	Selena	assassin	50	100	80	1	80

K-Means

K-means adalah salah satu algoritma dalam analisis klaster atau clustering yang digunakan untuk mengelompokkan data ke dalam kelompok-kelompok atau klaster berdasarkan kesamaan fitur atau atribut tertentu. Tujuan utama dari algoritma k-means adalah meminimalkan jarak antara data dalam satu klaster dengan pusat klaster (centroid) yang mewakili klaster tersebut.