notesum.ai
Published at November 14AI-Spectra: A Visual Dashboard for Model Multiplicity to Enhance Informed and Transparent Decision-Making
cs.HC
cs.AI
Released Date: November 14, 2024
Authors: Gilles Eerlings1, Sebe Vanbrabant1, Jori Liesenborgs1, Gustavo Rovelo Ruiz1, Davy Vanacken1, Kris Luyten1
Aff.: 1Hasselt University - Flanders Make
| Variation | Representation in Robot |
|---|---|
| Dataset Independent | |
| Outlier Percentage | Curvature of the antenna |
| Typical Percentage | Straightness of the antenna |
| Number of Hidden Layers | Number of eyes |
| Dropout | Presence of holes in the body |
| Activation Functions | Color of the antenna: Frost Fairy, Burning Orange, Sizzling Red, Splash of Grenadine, Golden Glitter, Retro Blue, Phosphorescent Blue, Banafš Violet, Blanka Green, Forceful Orange or Felt. |
| Batch Size | 0, 1, 2, 3 or 4 lines in teeth (i.e. ) |
| Optimizer | / |
| Validation Set Usage | Presence of checkmark badge |
| Dataset Dependent | |
| Horizontal Translation | Horizontal displacement of the pupils |
| Vertical Translation | Vertical displacement of the pupils |
| Rotation | Rotation of the mouth |
| Contrast Manipulation | Contrast-adjustment of the ear-piece |
| Image Color Inversion | Color inversion of the eye and pupil |