gabrieldernbach / TCPA-Imputation

0 stars 0 forks source link

ShapleyValues #5

Open gabrieldernbach opened 4 years ago

gabrieldernbach commented 4 years ago

What are the per protein contributions in the imputation task? The contribution is measured by the increase of the MSE Loss that can be achieved by including the protein expression under all imaginable protein combinations (and masking on both sides). This is commonly called a shapley value and can be performed on a per tumor class case, as well as globally