High-dimensional data is a data that has many attributes, one of them is internet traffic data. This research used heart disease data with 76 attributes. If the heart disease data is going to be classified, a dimensional reduction technique is needed, because conventional classification algorithms work better in handling low dimensional data. Dimension reduction techniques are classified into 2…