Cisco Interview Question | Model Perfromance
Question
You are given a data set based on the cancer detection results. You’ve built a classification model and achieved an accuracy of 95%.
Are you satisfied by the performance? If not, suggest a way to improve it.
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Machine Learning
55 years
1 Answer
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Great Grand Master 0
Answer ( 1 )
We have to check the dataset first. If the dataset is balanced, the model with 95% accuracy is a good model. If it is not balanced, then recall or F1-score has to be chosen as the performance metrics instead of accuracy.