Dataset
|
Sparse
|
Spectral
|
Composite
|
BIOPREDsi
|
---|
Harborth (44)
|
0.43
|
0.49
|
0.48
|
0.45
|
Reynolds (240)
|
0.54
|
0.49
|
0.55
|
0.55
|
Vickers (76)
|
0.58
|
0.54
|
0.49
|
0.57
|
Shabalina (653)
|
0.48
|
0.45
|
0.48
|
-
|
- This table shows the performance of the LASSO model with different features (sparse-19, spectrum-19, composite-19/19) on four independent datasets, as well as the performance of the BIOPREDsi algorithm on the the first three datasets (from Huesken et al. [33]). The performance is measured as the Pearson correlation coefficient between predicted and true efficacy).