In the context of outlier detection, what is the commonly used plot to visually detect outliers in a single variable?
- Box Plot
- Scatter Plot
- Histogram
- Line Chart
A Box Plot is a commonly used visualization for detecting outliers in a single variable. It displays the distribution of data and identifies potential outliers based on the interquartile range (IQR). Data points outside the whiskers of the box plot are often considered outliers. Box plots are useful for identifying data anomalies.
Loading...
Related Quiz
- What is the primary benefit of using ensemble methods in machine learning?
- While training a deep neural network for a regression task, the model starts to memorize the training data. What's a suitable approach to address this issue?
- The statistical test called _______ is used when we want to compare the means of more than two groups.
- Which data warehousing schema involves a central fact table and a set of dimension tables?
- What is a common technique to prevent overfitting in linear regression models?