Info
Cette question est clôturée. Rouvrir pour modifier ou répondre.
How to get cluster more than 2 if i have :
2 vues (au cours des 30 derniers jours)
Afficher commentaires plus anciens
Y1 = mvnpdf(X,mu1,sigma1);
Y2 = mvnpdf(X,mu2,sigma2);
Y3 = mvnpdf(X,mu3,sigma3);
Cluster1 = Y1 > Y2;
Cluster2 = ~Cluster1;
Cluster3 = ??????
1 commentaire
Image Analyst
le 15 Déc 2019
Original question
How to get cluster more than 2 if i have :
Y1 = mvnpdf(X,mu1,sigma1);
Y2 = mvnpdf(X,mu2,sigma2);
Y3 = mvnpdf(X,mu3,sigma3);
Cluster1 = Y1 > Y2;
Cluster2 = ~Cluster1;
Cluster3 = ??????
Réponses (2)
Walter Roberson
le 7 Déc 2019
Cluster1 = Y1 > Y2 & Y1 > Y3 & Y2 > Y3
Cluster2 = Y1 > Y2 & Y1 > Y3 & Y2 <= Y3
Cluster3 = Y1 > Y2 & Y1 <= Y3 %Y2 < Y3 by transitive
Cluster4 = Y1 <= Y2 & Y1 > Y3 %Y2 > Y3 by transitive
Cluster5 = Y1 <= Y2 & Y1 <= Y3 & Y2 > Y3
Cluster6 = Y1 <= Y2 & Y1 <= Y3 & Y2 <= Y3
Or use kmeans() with the number of clusters that you want.
Caution: kmeans will always return the number of clusters you ask for, even if it does not make sense for the data.
3 commentaires
Walter Roberson
le 7 Déc 2019
Pick any three of those.
Note that there is a difference between finding three clusters, versus finding three meaningfull clusters.
If your mu* values are well separated, you could probably use the mu* values as the locations around which clusters would be expected to form. If you were to sort the mu values, ms1, ms2, ms3, then you could form clusters "value <= (ms1+ms2)/2, (ms1+ms2)/2 <= value < (ms2+ms3)/2, value >= (ms2+ms3)/2 . These would, however, not necessarily represent equal areas.
Walter Roberson
le 7 Déc 2019
I doubt that you want to be comparing Y1 to Y2 or Y3. I think you want to be throwing all of the values into one basket, [Y1, Y2, Y3] and then trying to form clusters that can distinguish which of the three sources the values came from.
Image Analyst
le 7 Déc 2019
Just define Cluster3 to be something. What would you want it to be? It could be virtually anything you direct it to be.
0 commentaires
Cette question est clôturée.
Voir également
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!