Target visualizers specialize in visually describing the dependent variable for supervised modeling, often referred to as
y or the target.
The following visualizations are currently implemented:
- Balanced Binning Reference: Generate histogram with vertical lines showing the recommended value point to bin data into evenly distributed bins.
- Class Balance: Visual inspection of the target to show the support of each class to the final estimator.
- Feature Correlation: Plot correlation between features and dependent variables.
# Target Visualizers Imports from yellowbrick.target import BalancedBinningReference from yellowbrick.target import ClassBalance from yellowbrick.target import FeatureCorrelation