Table 1 Training set sizes tested during the study for the different methods and datasets
From: Large-scale ligand-based predictive modelling using support vector machines
Linear SVM | RBF SVM | ||
|---|---|---|---|
Solubility | logD | Solubility | logD |
100 | 100 | 100 | 100 |
1000 | 1000 | 1000 | 1000 |
5000 | 5000 | 5000 | 5000 |
20,000 | 20,000 | 20,000 | 20,000 |
32,096 | 40,000 | 32,096 | 40,000 |
80,000 | 80,000 | ||
160,000 | 160,000 | ||
320,000 | |||
1,188,343 | |||