Review Article
From Blackbox to Explainable AI in Healthcare: Existing Tools and Case Studies
Table 3
Features associated with various toolkits.
| | Toolkit | Input type | Local/global explainability | Specific/agnostic |
| | AIX-360 | Tabular and image data | Local/global | Agnostic | | Alibi | Tabular and image data | Local/global | Agnostic | | Skater | Tabular and image data | Global | Agnostic | | H2O | Tabular and statistical data | Global | Agnostic | | InterpretML | Tabular data | Local/global | Agnostic | | EthicalML-XAI | Tabular data | Local/global | Agnostic | | DALEX | Tabular and statistical data | Global | Agnostic | | iNNvestigate | Image and tabular data | Local/global | Agnostic |
|
|
