<Clustering Analysis>When clustering, if some clusters have a low p-value, and some have a high p-value,...
<Clustering Analysis>When clustering, if some clusters have a low p-value, and some have a high p-value, how should I interpret this?
Is there any following actions I should carry on with?
Homework Answers
Solution:
Here we in clusters analysis the hypothesis is
H0 : the entire group of objects that you have is homogeneous.
H1 : the entire group of objects that you have is not homogeneous.
But we know that if pvap-va is less the we reject H0. ( I.e. reject null hypothesis )
Conclusion the group is not homogeneous
If p-value us greater than then we accept H0. ( I.e accept null hypothesis )
Conclusion: we say that the entire group is homogeneous.
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