machine learning 3 rule-based 2 classification 2 evolutionary computation 2 supervised learning 2 scikit-learn 2 machine-learning 2 insurance 2 actuarial 2 deeplearning 2 shap 2 model 2 explainable 2 neural 2 networks 2 PyTorch 1 censoring 1 covariates 1 AI 1 survival data 1 feature learning 1 modeling 1 transparent 1 explanation 1 data-science 1 lime 1 interpretable-deep-learning 1 biomarkers 1 bioinformatics 1 biomarker 1 residual 1 explainability 1 gradient-boosting 1 gbm 1 fanova 1 glassbox 1 pattern-recognition 1 interpretable-machine-learning 1 rule-based-machine-learning 1 propositional-logic 1 tsetlin-machine 1 regression 1 convolution 1 bandit-learning 1 embedding 1 frequent-pattern-mining 1 lstm 1 survival-analysis 1 survival 1 feature 1 probabilistic-machine-learning 1 effect 1 machinelearning 1 machine 1 learning 1 explainable-ai 1 ML 1 cph 1 cox-regression 1 cox-model 1 censored 1 brier-scores 1 biostatistics 1 hmm 1 generative 1 xgboost 1 wrapper 1 glm 1 boosting 1 ALEPlots 1 material 1 ALE 1 attention 1 deep 1 science 1 materials 1 xai 1 variable-importance 1 time-to-event 1