Bayesian-Hyper-Parameter-Optimization-for-Malware-Detection

This File/codes are for the implementation of our new publication entitled "Bayesian Hyper Parameter Optimization for Malware Detection" - http:https://ceur-ws.org/Vol-3125/paper6.pdf
CFF citation cff-version: 1.2.0 message: "If you use this software, please cite it as below." authors: family-names: "ALGorain" given-names: "Fahad" orcid: "https://orcid.org/0000-0003-0547-1402" family-names: "Clark" given-names: "John" orcid: "https://orcid.org/0000-0002-9230-9739" title: "Bayesian-Hyper-Parameter-Optimization-for-Malware-Detection" version: 1.0.0 date-released: 2021-12-05 url: "https://github.com/fahadgorain/Bayesian-Hyper-Parameter-Optimization-for-Malware-Detection"
Bibtex Citation @article{algorain2021bayesian, title={Bayesian Hyper-Parameter optimisation for Malware Detection}, author={ALGorain, Fahad T and Clark, John A}, year={2021} } }

Name		Name	Last commit message	Last commit date
Latest commit History 36 Commits
CITATION		CITATION
LICENSE		LICENSE
README.md		README.md
ember2018-AHBO-TPE-hyperparameters comparison done.ipynb		ember2018-AHBO-TPE-hyperparameters comparison done.ipynb
ember2018-AHBO-TPE-hyperparameters_Fin.ipynb		ember2018-AHBO-TPE-hyperparameters_Fin.ipynb
ember2018-HyperparameterOpt- AHBO-TPE RF, KNN, SGD, LR, .ipynb		ember2018-HyperparameterOpt- AHBO-TPE RF, KNN, SGD, LR, .ipynb
ember2018_Default RF,KNN,MLPC.ipynb		ember2018_Default RF,KNN,MLPC.ipynb
ember2018_Default-lgbm(GridSearch), LogisticReg, GNV and SGD.ipynb		ember2018_Default-lgbm(GridSearch), LogisticReg, GNV and SGD.ipynb

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