American Sign Language: Plot a graph to visualize the class distribution and analyze if there is class imbalance in the data. Handle the imbalance and mention your approach for the same.

dscpesu / SimpleML

🚀 SimpleML: Dive into the exciting world of machine learning with our open-source repository, offering a diverse array of projects suitable for beginners and experts alike.

https://gdscpesu.com/

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American Sign Language: Plot a graph to visualize the class distribution and analyze if there is class imbalance in the data. Handle the imbalance and mention your approach for the same. #13

Closed asphytheghoul closed 10 months ago

asphytheghoul commented 11 months ago

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syed-hamza commented 11 months ago

[x] Hacktober Fest Contributor

Use a simple bar plot to figure out class imbalance sort the frequencies of respective classes and then use a mix of data augmentation and under-sampling to fix the issue