Dunnhumby Interview Question | Effectiveness

Question

What evaluation approaches would you work to gauge the effectiveness of a machine learning model?

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Dhruv2301 55 years 1 Answer 704 views Great Grand Master 0

Answer ( 1 )

  1. Priyabrata017
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    If the model is used for classification task, the metrics we should use are
    Accuracy
    Precision
    Recall
    F1 score
    G1 score
    Binary cross entropy loss
    If the model is used for regression task, the metrics we should use are
    RMSE
    MSE
    L1 loss
    L2 loss
    AUC score

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