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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:

  • :doc:`binning`: Generate histogram with vertical lines showing the recommended value point to bin data into evenly distributed bins.
  • :doc:`class_balance`: Visual inspection of the target to show the support of each class to the final estimator.
  • :doc:`feature_correlation`: Plot correlation between features and dependent variables.
# Target Visualizers Imports
from import BalancedBinningReference
from import ClassBalance
from import FeatureCorrelation
.. toctree::
   :maxdepth: 2