How to analyze similarity of static K-Means Nodes?
$begingroup$
I have performed K-Means(40) clustering on customer product purchases. I am pairing this data with Association Analysis (sometimes called market basket analysis) results to motivate cross-selling opportunities.
Upon inspection, it's clear that some K-Means clusters are similar to one another: Specifically in my case this might mean that one cluster has customers who bought products X and Y, and another sibling cluster grouped customers that bought X, Y, and Z.
I would like to analyze for cluster similarity, so that my inspection is more rigorous and repeatable.
k-means market-basket-analysis
asked 5 hours ago
ColinMacColinMac
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add a comment |
$begingroup$
I have performed K-Means(40) clustering on customer product purchases. I am pairing this data with Association Analysis (sometimes called market basket analysis) results to motivate cross-selling opportunities.
Upon inspection, it's clear that some K-Means clusters are similar to one another: Specifically in my case this might mean that one cluster has customers who bought products X and Y, and another sibling cluster grouped customers that bought X, Y, and Z.
I would like to analyze for cluster similarity, so that my inspection is more rigorous and repeatable.
k-means market-basket-analysis
asked 5 hours ago
ColinMacColinMac
1
New contributor
ColinMac is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
add a comment |
$begingroup$
I have performed K-Means(40) clustering on customer product purchases. I am pairing this data with Association Analysis (sometimes called market basket analysis) results to motivate cross-selling opportunities.
Upon inspection, it's clear that some K-Means clusters are similar to one another: Specifically in my case this might mean that one cluster has customers who bought products X and Y, and another sibling cluster grouped customers that bought X, Y, and Z.
I would like to analyze for cluster similarity, so that my inspection is more rigorous and repeatable.
k-means market-basket-analysis
asked 5 hours ago
ColinMacColinMac
1
New contributor
ColinMac is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
I have performed K-Means(40) clustering on customer product purchases. I am pairing this data with Association Analysis (sometimes called market basket analysis) results to motivate cross-selling opportunities.
Upon inspection, it's clear that some K-Means clusters are similar to one another: Specifically in my case this might mean that one cluster has customers who bought products X and Y, and another sibling cluster grouped customers that bought X, Y, and Z.
I would like to analyze for cluster similarity, so that my inspection is more rigorous and repeatable.
k-means market-basket-analysis
k-means market-basket-analysis
asked 5 hours ago
ColinMacColinMac
1
New contributor
ColinMac is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 5 hours ago
ColinMacColinMac
1
New contributor
ColinMac is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 5 hours ago
ColinMacColinMac
1
New contributor
ColinMac is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 5 hours ago
ColinMacColinMac
1
asked 5 hours ago
ColinMacColinMac
1
1
New contributor
ColinMac is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
ColinMac is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
ColinMac is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
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