Project Description
- Implement usage of 5-fold cross validation on base models
- Try to increase number of taxons to 128 and 256
- Benchmark DeepGOPlus
- Benchmark SPROF-GO
- Benchmark DeepGO-SE
- Test different percentiles
- Test collapsing layers into each other, by dividing GO ID height by 2, 3, 4...
- Test protein redundancy by adding proteins with no annotations to base models
- Test GO ID redundancy between classifiers of same layer
- Create input file with the interpro families of each protein