# yellowbrick.classifier
# Visualizations related to evaluating Scikit-Learn classification models
#
# Author:   <NAME> <<EMAIL>>
# Author:   <NAME> <<EMAIL>>
# Author:   <NAME>
# Author:   <NAME> <<EMAIL>>
# Created:  Wed May 18 12:39:40 2016 -0400
#
# Copyright (C) 2016 District Data Labs
# For license information, see LICENSE.txt
#
# ID: __init__.py [5eee25b] <EMAIL> $

"""
Visualizations related to evaluating Scikit-Learn classification models.
"""

##########################################################################
## Imports
##########################################################################

## Hoist visualizers into the classifier namespace
from ..base import ScoreVisualizer
from .base import ClassificationScoreVisualizer
from .class_balance import ClassBalance, ClassPredictionError
from .classification_report import ClassificationReport, classification_report
from .confusion_matrix import ConfusionMatrix, confusion_matrix
from .rocauc import ROCAUC, roc_auc
from .threshold import DiscriminationThreshold, discrimination_threshold


# Deprecated and moved to contrib
from .boundaries import decisionviz, DecisionBoundariesVisualizer, DecisionViz

# yellowbrick.classifier
# Visualizations related to evaluating Scikit-Learn classification models
#
# Author:   <NAME> <<EMAIL>>
# Author:   <NAME> <<EMAIL>>
# Author:   <NAME>
# Author:   <NAME> <<EMAIL>>
# Created:  Wed May 18 12:39:40 2016 -0400
#
# Copyright (C) 2016 District Data Labs
# For license information, see LICENSE.txt
#
# ID: __init__.py [5eee25b] <EMAIL> $

"""
Visualizations related to evaluating Scikit-Learn classification models.
"""

##########################################################################
## Imports
##########################################################################

## Hoist visualizers into the classifier namespace
from ..base import ScoreVisualizer
from .base import ClassificationScoreVisualizer
from .class_balance import ClassBalance, ClassPredictionError
from .classification_report import ClassificationReport, classification_report
from .confusion_matrix import ConfusionMatrix, confusion_matrix
from .rocauc import ROCAUC, roc_auc
from .threshold import DiscriminationThreshold, discrimination_threshold


# Deprecated and moved to contrib
from .boundaries import decisionviz, DecisionBoundariesVisualizer, DecisionViz

# yellowbrick.classifier # Visualizations related to evaluating Scikit-Learn classification models # # Author:   <NAME> <<EMAIL>> # Author:   <NAME> <<EMAIL>> # Author:   <NAME> # Author:   <NAME> <<EMAIL>> # Created:  Wed May 18 12:39:40 2016 -0400 # # Copyright (C) 2016 District Data Labs # For license information, see LICENSE.txt # # ID: __init__.py [5eee25b] <EMAIL> $ Visualizations related to evaluating Scikit-Learn classification models. ########################################################################## ## Imports ########################################################################## ## Hoist visualizers into the classifier namespace # Deprecated and moved to contrib