Healthcare
Gene selection with more features than samples
Select informative genes from thousands of features using regularised regression.
- Status
- Planned
- Dataset
- Golub leukemia data or a GEO dataset
- Concepts
- LASSO, elastic net, cross-validation, false discovery rate
Problem
What question does this project answer, and who would use the answer?
Data
Source, size, licence, and any cleaning applied.
Method
Steps taken and why each was chosen.
Results
Key numbers and charts, with an honest evaluation.
Limitations
What the result does not show.
Theory note
The core idea behind the method, in plain language.