PyExplainer: A Local Rule-Based Model-Agnostic Technique (Explainable AI)
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Jan 22, 2023 - Python
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software-defect-prediction
Here are 9 public repositories matching this topic...
The defect data set of Solidity Smart Contracts
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Apr 9, 2022
The implementation of Online Cross-Project JIT-SDP approaches proposed in the paper "Cross-Project Online Just-In-Time Software Defect Prediction" accepted in IEEE Transactions on Software Engineering (TSE), 2022, (accepted).
java
machine-learning
just-in-time-defect-prediction
cross-project-defect-prediction
software-defect-prediction
jit-sdp
online-jit-sdp
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Feb 7, 2022 - Java
This repository contains the codes and temporary results used for the analyses for the paper: Liyan Song and Leandro Minku. "A Procedure to Continuously Evaluate Predictive Performance of Just-In-Time Software Defect Prediction Models During Software Development", IEEE Transactions on Software Engineering, 2022
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Mar 28, 2022 - MATLAB
Weka implementation of the cost-sensitive decision forest algorithm CSForest.
java
data-science
data-mining
weka
classification
data-analysis
cost-sensitive
cost-sensitive-learning
cost-sensitive-classification
software-defect-prediction
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Aug 22, 2020 - Java
The project is designed in a componentized manner, and random forests are used in model development.
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Aug 18, 2022 - Python
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Feb 21, 2024 - Python
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