Using R

bobot mean Weight, obyek means object, fitur means feature

dataset_som

b1

b2

d1=sum((O1-b1)^2) d2=sum((O1-b2)^2)

if(d1 bobot_som["cluster1",]

Modify the SOM algorithm implemented using R which can be applied to the LVQ Algorithm (for supervised learning). Using the dataset in the module for nepoch is 10.

clusteri cluster2 fitur1 0.20 0.92 fitur2 - fitur -fitur4 . 0.60 0.50 0.90 0.76 0.28 0.12 clusteri cluster2 fitur1 0.20 0.92 fitur2 - fitur -fitur4 . 0.60 0.50 0.90 0.76 0.28 0.12