Question: 5. Consider the confusion matrices shown below, where the rows correspond to the clusters and the columns correspond to the ground truth (ideal) solution. The

5. Consider the confusion matrices shown below, where the rows correspond to the clusters and the columns correspond to the ground truth (ideal) solution. The matrices summarize the performance of two clustering al- gorithms, A and B, on a data set that contains 50 instances from class 1 and 50 instances from class 2 Algorithm Ground truth class Cluster1 Cluster 2 Algorithm Ground truth class Class 1 Class 2 Class 1Class 2 10 40 35 15 Cluster1 Cluster2 35 15 40 10 Each entry in the matrix corresponds to the number of data points from a given class assigned to a cluster. Calculate the adjusted rand index (ARI) for both algorithms A and B. Which clustering solution is better in terms of their ARI

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