Number of clusters

According to the elbow criteria we decided to create 4 clusters, since the reduction in the intra-groups variability is not important for more than 4 groups.

K-means clusters

Map of glaucoma stages whithout healty eyes

As can be seen in this chart, the four clusters can be separated almost perfectly along the x-axis of the first principal component.

Glaucoma staging study

2021-07-11

Number of clusters

K-means clusters

Map of glaucoma stages whithout healty eyes

Map of glaucoma stages whith healty eyes

Distribution of the first principal component by glaucoma stages

Confidence intervals of means by glaucoma stages