DecisionSnippetFeatures

Code and data accompanying the paper

Pascal Welke, Fouad Alkhoury, Christian Bauckhage, and Stefan Wrobel: Decision Snippet Features. 25th International Conference on Pattern Recognition (ICPR) 2021, Milano, Italy

If you use this code, please cite our paper.

Name		Name	Last commit message	Last commit date
DSF Random Forest		DSF Random Forest
FeatureGenerators		FeatureGenerators
InferenceComparison		InferenceComparison
SizeComparison		SizeComparison
SubtreeSelection		SubtreeSelection
arch-forest		arch-forest
forests		forests
1 Data Conversion.ipynb		1 Data Conversion.ipynb
2 Initial Rooted Frequent Subtree Mining -- With Split Values.ipynb		2 Initial Rooted Frequent Subtree Mining -- With Split Values.ipynb
2 Initial Rooted Frequent Subtree Mining.ipynb		2 Initial Rooted Frequent Subtree Mining.ipynb
2 Initial Undirected Frequent Subtree Mining.ipynb		2 Initial Undirected Frequent Subtree Mining.ipynb
2a Results for Frequent Rooted Subtrees - With Split Values.ipynb		2a Results for Frequent Rooted Subtrees - With Split Values.ipynb
2a Results for Frequent Rooted Subtrees.ipynb		2a Results for Frequent Rooted Subtrees.ipynb
2a Results for Undirected Frequent Trees.ipynb		2a Results for Undirected Frequent Trees.ipynb
3 Compute and Store all Embeddings of the Frequent Rooted Subtrees up to Size 6.ipynb		3 Compute and Store all Embeddings of the Frequent Rooted Subtrees up to Size 6.ipynb
4 Frequent Pattern Weighting -- Which frequent subtrees should we replace by function calls?.ipynb		4 Frequent Pattern Weighting -- Which frequent subtrees should we replace by function calls?.ipynb
DSF_RF.ipynb		DSF_RF.ipynb
DSF_Samples.ipynb		DSF_Samples.ipynb
ForestSampling.ipynb		ForestSampling.ipynb
InferenceComparison.ipynb		InferenceComparison.ipynb
JsonToPatterns.ipynb		JsonToPatterns.ipynb
LearningAlgo.ipynb		LearningAlgo.ipynb
README.md		README.md
SamplesSize.ipynb		SamplesSize.ipynb
Size_Comparison.ipynb		Size_Comparison.ipynb
cstring		cstring
json2graphNoLeafEdges.py		json2graphNoLeafEdges.py
json2graphNoLeafEdgesWithSplitValues.py		json2graphNoLeafEdgesWithSplitValues.py
json2graphWithLeafEdges.py		json2graphWithLeafEdges.py
json2graphWithLeafEdgesWithSplitValues.py		json2graphWithLeafEdgesWithSplitValues.py
lwg		lwg
lwgr		lwgr

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