Multiclass classification in a balanced dataset with one high-priority label












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I have a balanced dataset for a multiclass classification problem with one high-priority label (this ought to be classified properly at all costs). How do I go about creating a workflow for this problem? What specific feature engineering/selection methods and classifiers should I be considering for this problem? The data (including labels) is anonymized, so I have no way of knowing what it all stands for.










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    $begingroup$


    I have a balanced dataset for a multiclass classification problem with one high-priority label (this ought to be classified properly at all costs). How do I go about creating a workflow for this problem? What specific feature engineering/selection methods and classifiers should I be considering for this problem? The data (including labels) is anonymized, so I have no way of knowing what it all stands for.










    share|improve this question









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      $begingroup$


      I have a balanced dataset for a multiclass classification problem with one high-priority label (this ought to be classified properly at all costs). How do I go about creating a workflow for this problem? What specific feature engineering/selection methods and classifiers should I be considering for this problem? The data (including labels) is anonymized, so I have no way of knowing what it all stands for.










      share|improve this question









      $endgroup$




      I have a balanced dataset for a multiclass classification problem with one high-priority label (this ought to be classified properly at all costs). How do I go about creating a workflow for this problem? What specific feature engineering/selection methods and classifiers should I be considering for this problem? The data (including labels) is anonymized, so I have no way of knowing what it all stands for.







      classification feature-engineering multiclass-classification






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      asked 17 mins ago









      mallochiomallochio

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