Target Visualizers

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