Table 7 Efficiency comparison (in terms of seconds) ofthe entire framework on Liu Dataset
From: A p-Median approach for predicting drug response in tumour cells
(a) Clustering | |
|---|---|
Clustering | Execution time |
Consensus p-Median (d-g) | 0.398 |
Consensus p-Median (g-d) | 0.381 |
STVQ | 0.473 |
p-Median | 0.215 |
k-Means | 0.446 |
Relational k-Means | 0.687 |
Probabilistic D-Clustering | 0.482 |
(b) Feature selection and prediction | Â |
Feature selection | Execution time |
IG | 0.130 |
CFS | 1321 |
Prediction | Execution time |
Training | 0.604 |
Inference | 4.791 |