Explainable AI
AI Concept
Overview
Use casemaking AI decision-making processes transparent and interpretable
Also see
Alternative to
Knowledge graph stats
Claims14
Avg confidence89%
Avg freshness100%
Last updatedUpdated 2 days ago
WikidataQ55633565
Trust distribution
100% unverified
Governance
Not assessed
Explainable AI
concept
Methods and techniques that make AI decisions transparent and interpretable to humans.
Compare with...primary use case
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| making AI decision-making processes transparent and interpretable | ○Unverified | High | Fresh | 1 |
related concept
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| interpretable machine learning | ○Unverified | High | Fresh | 1 |
funded by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| DARPA | ○Unverified | High | Fresh | 1 |
alternative to
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| black box AI models | ○Unverified | High | Fresh | 1 |
supports model
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| decision trees | ○Unverified | High | Fresh | 1 |
| random forests | ○Unverified | Moderate | Fresh | 1 |
| neural networks | ○Unverified | Moderate | Fresh | 1 |
integrates with
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| LIME | ○Unverified | Moderate | Fresh | 1 |
| SHAP | ○Unverified | Moderate | Fresh | 1 |
use case
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| financial credit scoring | ○Unverified | Moderate | Fresh | 1 |
| healthcare AI diagnosis | ○Unverified | Moderate | Fresh | 1 |
regulatory requirement
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| GDPR right to explanation | ○Unverified | Moderate | Fresh | 1 |