Data-Mining-with-Hospital-dataset

Clustering

we used different clustering methods in this experiment.

KMEANS

First of all, we used KMeans clustering considering several numbers of clusters

Evaluting KMEANS CLUSTERS

we used two different methods of evaluating the clusters. Silouhette and elbow methods

DBSCAN

Then we looked into DBScan that could pick out its optimum number of clusters.

HIERARCHICAL CLUSTERING

Finally we did Hierarchical clustering