Skip to content

blattm/DecisionSnippetFeatures

BranchesTags
 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

85 Commits
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
 
 

Repository files navigation

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.

About

No description, website, or topics provided.

Resources

Readme
Activity

Stars

0 stars

Watchers

0 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages

  • Jupyter Notebook 94.0%
  • Python 5.8%
  • Shell 0.2%