Point Selection with the Iris Dataset when using Sepal Metrics

Hey Team,

There are two points that I feel like the algorithm keeps getting wrong and I'm curious your thoughts on this. I'm not sure if I'm analyzing the graph incorrectly, or if the algorithm is in fact putting these two points in the wrong place.

I feel like I can draw a line in between the two big cluster groups and the points that it wants to put in the red group should be in the green group. I don't know why it likes those two points in the red group because to my eye, which admittedly is untrained when it comes to making these assessments, it seems like they clearly belong in the green.

Thanks!



-Justin