Table 6 Proposed responsible healthcare chatbot approach performance in training and validation.
From: Responsible CVD screening with a blockchain assisted chatbot powered by explainable AI
XGBoost | Acc (%) | TPR (%) | TNR (%) | FNR (%) | FPR (%) | LR+ | LR− | PPV (%) | NPV (%) |
|---|---|---|---|---|---|---|---|---|---|
Training | 98.17 | 97.47 | 98.65 | 1.83 | 1.35 | 72.2 | 0.019 | 98.05 | 98.26 |
Validation | 97.40 | 97.83 | 96.84 | 2.60 | 3.16 | 30.96 | 0.027 | 97.61 | 97.12 |
