SAP interview Questions | Accuracy v/s Performance

Question

While working on model, what among them is more important- Model Accuracy or Model Performance?

in progress 0
Dhruv2301 55 years 2 Answers 1101 views Great Grand Master 0

Answers ( 2 )

  1. It is very much dependent on your business objective. In classification model and especially in health care sector more weightage is given to other model parameters except for accuracy, like – Precision, Sensitivity, and F-1 scores.

  2. Accuracy should not be considered in all the cases, especially if you are dealing with imbalanced
    data set. Depending on the business problem at hand, you can determine that what is going to cost
    you more, False Positives or False Negatives. You can go with various other measures like AUC,
    Precision, Recall, F1-Score etc.

Leave an answer

Browse
Browse