DALEX definition
DALEX explainers for complex predictive models in R." The Journal of Machine Learning Research 19.1 (2018): 3245-3249. 17 ▇▇▇▇▇▇▇▇, ▇▇▇▇▇▇, et al. "dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python." arXiv preprint arXiv:2012.14406 (2020). coherence) and social support featured strongly among the most highly ranked predictors of mental health deterioration. These factors could become the focus of systematic psychological interventions in order to enhance patients’ well-being and adaptation to BC. In addition, certain other variables emerged as significant predictors of mental health, such as self-efficacy to cope with cancer, resilience as trait, the ability to cope with trauma, family cohesion, future perspective, optimism, and some specific symptoms (e.g., arm symptoms, side-effects), which might also be considered as potential targets of appropriate clinical interventions. Importantly, the three biological variables highlighted by Model 1 also featured in the list of important predictors for Model 2 (thrombocyte count, NLR, and serum creatinine levels).