Clustering and classification of multi-label data
$begingroup$
The dataset consists of 1) a set of objects and 2) a set of labels, which are used to describe the objects.
For the moment, for simplicity sake, each label can be marked as either true or false (In a more complex setup, each label will have a value of 1-10).
But, not all the labels are actually applied to all the objects (in principle, all the labels can and should be applied across all the objects, but in practice, they just are not). Also, when a label isn't applied to an object, one cannot simply assume that the label's value for that particular is false.
I need to cluster and classify the objects based on their labels. Any tips on how and what algorithms to use will be appreciated.
I just made this datascience.se account, so any comments on if/how the question can be improved can be helpful.
classification clustering multilabel-classification labels
asked 2 mins ago
YogeschYogesch
1011
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Yogesch is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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$endgroup$
add a comment |
$begingroup$
The dataset consists of 1) a set of objects and 2) a set of labels, which are used to describe the objects.
For the moment, for simplicity sake, each label can be marked as either true or false (In a more complex setup, each label will have a value of 1-10).
But, not all the labels are actually applied to all the objects (in principle, all the labels can and should be applied across all the objects, but in practice, they just are not). Also, when a label isn't applied to an object, one cannot simply assume that the label's value for that particular is false.
I need to cluster and classify the objects based on their labels. Any tips on how and what algorithms to use will be appreciated.
I just made this datascience.se account, so any comments on if/how the question can be improved can be helpful.
classification clustering multilabel-classification labels
asked 2 mins ago
YogeschYogesch
1011
New contributor
Yogesch 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 |
$begingroup$
The dataset consists of 1) a set of objects and 2) a set of labels, which are used to describe the objects.
For the moment, for simplicity sake, each label can be marked as either true or false (In a more complex setup, each label will have a value of 1-10).
But, not all the labels are actually applied to all the objects (in principle, all the labels can and should be applied across all the objects, but in practice, they just are not). Also, when a label isn't applied to an object, one cannot simply assume that the label's value for that particular is false.
I need to cluster and classify the objects based on their labels. Any tips on how and what algorithms to use will be appreciated.
I just made this datascience.se account, so any comments on if/how the question can be improved can be helpful.
classification clustering multilabel-classification labels
asked 2 mins ago
YogeschYogesch
1011
New contributor
Yogesch is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
The dataset consists of 1) a set of objects and 2) a set of labels, which are used to describe the objects.
For the moment, for simplicity sake, each label can be marked as either true or false (In a more complex setup, each label will have a value of 1-10).
But, not all the labels are actually applied to all the objects (in principle, all the labels can and should be applied across all the objects, but in practice, they just are not). Also, when a label isn't applied to an object, one cannot simply assume that the label's value for that particular is false.
I need to cluster and classify the objects based on their labels. Any tips on how and what algorithms to use will be appreciated.
I just made this datascience.se account, so any comments on if/how the question can be improved can be helpful.
classification clustering multilabel-classification labels
classification clustering multilabel-classification labels
asked 2 mins ago
YogeschYogesch
1011
New contributor
Yogesch is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 2 mins ago
YogeschYogesch
1011
New contributor
Yogesch is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 2 mins ago
YogeschYogesch
1011
New contributor
Yogesch is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 2 mins ago
YogeschYogesch
1011
asked 2 mins ago
YogeschYogesch
1011
1011
New contributor
Yogesch is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
Yogesch is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Yogesch is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
add a comment |
add a comment |
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