Permalink
Find file Copy path
Fetching contributors…
Cannot retrieve contributors at this time
27 lines (18 sloc) 899 Bytes

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 yellowbrick.target import BalancedBinningReference
from yellowbrick.target import ClassBalance
from yellowbrick.target import FeatureCorrelation
.. toctree::
   :maxdepth: 2

   binning
   class_balance
   feature_correlation