Table 6 Efficiency comparison (in terms of seconds) ofthe entire framework on Sherf dataset
From: A p-Median approach for predicting drug response in tumour cells
(a) Clustering | Â |
|---|---|
Clustering | Execution time |
Consensus p-Median (d-g) | 0.504 |
Consensus p-Median (g-d) | 0.425 |
STVQ | 0.693 |
p-Median | 0.250 |
k-Means | 0.533 |
Relational k-Means | 0.966 |
Probabilistic D-Clustering | 0.590 |
(b) Feature selection and prediction | Â |
Feature selection | Execution time |
IG | 0.27 |
CFS | 3980 |
Prediction | Execution time |
Training | 9.68 |
Inference | 110.227 |