Run Experiments

[Jasperhino]

Create a list of all experiments to conduct for the paper

https://docs.google.com/spreadsheets/d/1cgImWKztSkfu9be7mReofWnAQP_upI61A9LbuW1e9yc/edit?usp=sharing

[jonaskordt]

Priorities:

1. Random Sampling
2. Interpolation (random, 10, interpolation_type: t.b.d.)
3. Interpolation (uncertainty (entropy), 10)
4. Uncertainty (entropy)
5. Interpolation (random, 5)
6. Interpolation (uncertainty (entropy), 5)

Datasets:

1. Brats, Hippocampus, Heart, Prostate
2. rest

If there is time left: Other block thicknesses

Settings:

• 50 iterations
• 16 items to label
• initial training set size 32
• random seeds: 1, 2, 3
• focal loss (gamma=5)
• loss weighting: t.b.d.