Defect prediction of java projects using neural networks.
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Jun 28, 2017 - Python
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defect-prediction
Here are 13 public repositories matching this topic...
ICSE'18: Tuning Smote
optimization genetic-algorithm tuning hyperparameter-optimization classification software-engineering differential-evolution class-imbalance hyperparameter-tuning smote released defect-prediction sbse
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Aug 15, 2018 - Python
Mahakil Code
optimization tuning classification software-engineering class-imbalance released defect-prediction sbse mahakil
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Aug 18, 2017 - Python
An offline crystal library, which includes about tens of thousand structure calculated by VASP.
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Sep 27, 2021 - Python
Buggyrank is a tool that perform bug prediction by analyzing git repositories.
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Jun 20, 2018 - Python
a project about software prediction
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Sep 2, 2022 - Python
Tuning of parameters of ML algorithms to optimise precision/f-score for fault detection in softwares
random-forest cart simulated-annealing differential-evolution precision parameter-tuning defect-prediction f-score
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May 31, 2018 - Python
Defect prediction guided search-based software testing (SBST-DPG)
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Oct 27, 2021 - Python
defect prediction using machine learning
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May 17, 2025 - Python
Code of Master's thesis Machine Learning for Interactive Performance Prediction
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Oct 25, 2022 - Python
This repository contains datasets and evaluation scripts for using Large Language Models (LLMs) for static code analysis and defect detection. The project is organized as part of academic research focused on investigating LLMs for identifying code defects.
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Apr 27, 2025 - Python
The RADON defect predictor for IaC based on the Scikit-learn Python framework
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Jul 12, 2021 - Python
DEPTs: Parameter tuning for software fault prediction with different variants of differential evolution *** Parameter tuners for software analytics problems ***
random-forest hyperparameter-optimization cart differential-evolution grid-search svm-classifier parameter-tuning defect-prediction knn-classification random-seed grid-search-hyperparameters random-search-optimization
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Nov 23, 2023 - Python
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