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Trailblazers Qualification Challenge

Helping South Africa
1 000 Zindi Points
Challenge completed over 3 years ago
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531 joined
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Starti
Feb 04, 22
Closei
May 01, 22
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May 01, 22
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alvinkimata
Machakos university
Imbalanced dataset.
Data · 6 Apr 2022, 17:39 · edited 1 minute later · 3

How are you handling the imbalanced dataset? Does the use of oversampling and undersampling techniques prove to be beneficial in creating a better model?

Discussion 3 answers
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underfitting
Church of christ

Yes. Oversampling and undersampling are great techniques for handling imbalanced datasets. However, you may not use these techniques in this challenge since it is a regression problem.

7 Apr 2022, 02:34
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alvinkimata
Machakos university

Alright then, thanks.

Use SMOTE

5 May 2022, 13:43
Upvotes 0