Algoritma Dasar

 

Machine Learning

Referensi: Pengenalan Konsep Mesin Dan Deep Learning Edisi 1.4 Jan Wira Gotama Putra

 

Algoritma Dasar Machine Learning

 

A. Naïve Bayes

Likelhood

Class-assignment

Probabilitas tertinggi

 

 

Tabel dataset play tenis

Tabel Frekuensi setiap atribut

Tabel Probabilitas setiap setiap nilai atribut

 

 

B. K-Means

Contoh dataset orang kaya

Table Assignment K-means Langkah 1

 

Tabel assignment K-means Langkah 2

 

C. K-nearest-neighbor

Table Data lama

Data baru:

K=3 ( Rich = no, Intelligent = yes, Good looking = yes)

Table perbedaan data baru vs data lama

 

Video