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For the attached Clustering results from Rattle (using K means), interpret the meaning and compare each of the cluster centers (K means are for 2,
For the attached Clustering results from Rattle (using K means), interpret the meaning and compare each of the cluster centers (K means are for 2, 3, and 4)
K=2 K=3 K=4 Cluster sizes: Cluster sizes: Cluster sizes: [1] "224 176" [1] "195 62 143" [1] "91 51 105 153" Data means: Data means: Data means: Age Income Risk Credit FICO Age Income Risk Credit FICO Age Income Risk Credit FICO 0.38317 0.55739 0.80812 0.65 0.66824 0.38317 0.55739 0.80812 0.65 0.66824 0.38317 0.55739 0.80812 0.65 0.66824 Cluster centers: Cluster centers: Cluster centers: Age Income Risk Credit FICO Age Income Risk Credit FICO Age Income Risk Credit FICO 0.38438 0.55816 0.82936 1 0.83129 0.4347 0.55871 0.93655 1 0.83119 0.58425 0.78992 0.96924 1 0.83789 NH 0.38163 0.55641 0.78108 0.20455 0.46072 0.06022 0.55263 0.15524 0.58387 0.63481 0.05621 0.60635 0.0889 0.64902 0.65579 0.45291 0.55766 0.91604 0.2014 0.46052 0.30063 0.35055 0.90387 0.82525 0.42919 0.54472 0.88631 0.20196 0.46373 Within cluster sum of squares: Within cluster sum of squares: Within cluster sum of squares: [1] 54.0124 50.0953 [1] 29.5423 20.1046 27.244 [1] 8.30184 15.3202 8.27753 31.6267 Time taken: 0.00 secs Time taken: 0.00 secs Time taken: 0.00 secs Rattle timestamp: 2022-03-28 18:08:35 aliss Rattle timestamp: 2022-03-28 18:20:43 aliss Rattle timestamp: 2022-03-28 18:32:24 aliss OnTime Age Income Risk Credit FICO kmeans OnTime Age Income Risk Credit FICO kmeans OnTime Age Income Risk Credit FICO kmeans 0.03333 0.98008 0.3 0.43455 1 0.03333 0.98008 0.3 0.43455 0.03333 0.98008 0.3 0.43455 NN 0.31303 0.3 0.80727 0.31303 0.80727 0 0.31303 0.3 0.80727 0 0.45509 0.3 0.70727 HNN 0 0.45509 0.3 0.70727 0 NNNNN 0.45509 0.3 0.70727 OHPOPP 0.5522 0.6 0.5522 0 1 0.6 0.5522 0.6 0.03333 0.93602 O 0.95818 0.03333 0.93602 0 0.95818 0.03333 0.93602 0.95818 0 0.98 1 0 0.98 0.98 NNNNNNNI 0.1 0.69183 0.81455 0.1 0.69183 0 0.81455 0.1 0.69183 0.81455 0.03333 0.58284 0.60546 0.03333 0.58284 0.60546 0.03333 0.58284 0.60546 NNNN 0.5902 0.69636 0 0.5902 1 0.69636 0.5902 0.69636 0.06667 0.69341 1 0.70727 0.06667 0.69341 1 0.70727 0.06667 0.69341 0.70727Step by Step Solution
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