| Means | Value(s) and Manifestation(s) | DT | AT | DE | DS | Application (model) | Approach | Visual elements | Additional details | |
|---|---|---|---|---|---|---|---|---|---|---|
| [I] | Interactive transfer learning tools ([87]) | PERFORMANCE - Accuracy - False Positive and Negative rates FAIRNESS - Accuracy across groups - False Positive and Negative rates across groups TRANSPARENCY - Disclosure of properties of data |
✅ | Convolutional Neural Networks | - Confusion matrices - Z-scored of each filter - Bar charts - Activation heatmaps - t-SNE clusters |
Red: descriptive documents specifying whether/how a value manifestation is fulfilled
Blue: strategy for fulfilling value manifestations
Green : complete tool for enabling the fulfillment of value manifestations
DT: Development Team
AT: Auditing Team
DE: Data domain Experts
DS: Decision Subject
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