When scaling features, which method is less influenced by outliers?
- Standardization (Z-score scaling)
- Min-Max Scaling
- Robust Scaling
- Log Transformation
Robust Scaling is less influenced by outliers because it scales the data based on the interquartile range (IQR) rather than the mean and standard deviation. This makes it a suitable choice when dealing with datasets that contain outliers.
Loading...
Related Quiz
- In a Convolutional Neural Network (CNN), what operation involves reducing the spatial dimensions of the input?
- In MongoDB, the _______ operator can be used to test a regular expression against a string.
- Which type of filtering is often used to reduce the amount of noise in an image?
- In datasets with multiple features, the _______ plot can be used to visualize the relationship between variables and detect multivariate outliers.
- You are designing a deep learning model for a multi-class classification task with 10 classes. Which activation function and loss function combination would be the most suitable for the output layer?