Base class for models trained with the Decision tree algorithm
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def __init__ |
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self, |
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nFeatures = 0 |
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Constructs the model trained with the Decision tree algorithm
- Parameters
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nFeatures | Number of features in the dataset |
- Deprecated:
- This item will be removed in a future release. Use Model.create instead.
def create |
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nFeatures = 0 , |
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stat = None |
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Constructs the model trained with the boosting algorithm
- Parameters
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nFeatures | Number of features in the dataset |
stat | Status of the model construction |
downCast(daal.services.SharedPtr< daal.algorithms.classifier.Model > const & r) -> daal.services.SharedPtr< daal.algorithms.decision_tree.classification.Model >
def getNumberOfFeatures |
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self | ) |
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Retrieves the number of features in the dataset was used on the training stage
- Returns
- Number of features in the dataset was used on the training stage
def getSerializationTag |
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self | ) |
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getSerializationTag(Model self) -> int
- Variant 1
Returns actual model implementation
- Returns
- Model implementation
- Variant 2
Returns actual model implementation
- Returns
- Model implementation
def traverseBF |
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self, |
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visitor |
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Perform Breadth First Traversal of tree
- Parameters
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visitor | This object gets notified when tree nodes are visited |
- Deprecated:
- This item will be removed in a future release. Use Model.traverseBFS instead.
def traverseBFS |
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self, |
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args |
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- Variant 1
Perform Breadth First Traversal of tree
- Parameters
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visitor | This object gets notified when tree nodes are visited |
- Variant 2
Perform Breadth First Traversal of tree
- Parameters
-
visitor | This object gets notified when tree nodes are visited |
def traverseDF |
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self, |
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visitor |
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Perform Depth First Traversal of tree
- Parameters
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visitor | This object gets notified when tree nodes are visited |
- Deprecated:
- This item will be removed in a future release. Use Model.traverseDFS instead.
def traverseDFS |
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self, |
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args |
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- Variant 1
Perform Depth First Traversal of tree
- Parameters
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visitor | This object gets notified when tree nodes are visited |
- Variant 2
Perform Depth First Traversal of tree
- Parameters
-
visitor | This object gets notified when tree nodes are visited |
The documentation for this class was generated from the following file:
- algorithms/decision_tree/classification/__init__.py