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CS564 - Foundations of Machine Learning - Assignment 2 - Solved

Question:

There are two parameters in the DBSCAN algorithm:

a.   Eps: radius length

b.   minPts: minimum number of points required to form a cluster

1.   Implement DBSCAN algorithm and find number of clusters formed for eps = 2

and minPts = 5

2.   For any one cluster, show its core point and border points.

Dataset:

1.   “Diabetes.arff” file contains the dataset.

2.   Each row has 9 comma-separated values where the first 8 values represent a single data point (8 dim vector values). Ignore the 9th value.

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