Dealing with Imbalanced Dataset


How to find if the data is imbalanced?


Types of Skewness in different distributions


Types of Kurtosis in different distributions

Tactics To Combat Imbalanced Training Data

1. Collect More Data

2. Change the Performance Metric

3. Using Sampling Techniques

4. Generating Synthetic Samples

5. Try Different Algorithms

6. Use Penalized Models

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