Table 2.
validation | dataset | feature set | ν-SVR | LLM | LM |
10-fold CV | A | aa | 0.66 | 0.52 | 0.60 |
sss | 0.66 | 0.67 | 0.51 | ||
mono | 0.68 | 0.64 | 0.52 | ||
seq | 0.57 | 0.34 | 0.34 | ||
B | aa | 0.53 | 0.46 | 0.49 | |
sss | 0.55 | 0.53 | 0.49 | ||
mono | 0.47 | 0.53 | 0.48 | ||
seq | 0.44 | 0.27 | 0.41 | ||
across datasets | A | aa | 0.65 | 0.52 | 0.14 |
sss | 0.63 | 0.59 | 0.47 | ||
mono | 0.66 | 0.57 | 0.45 | ||
seq | 0.46 | 0.21 | 0.40 | ||
B | aa | 0.45 | 0.24 | 0.01 | |
sss | 0.50 | 0.44 | 0.39 | ||
mono | 0.45 | 0.39 | 0.32 | ||
seq | 0.32 | 0.05 | 0.28 | ||
A | aa | 0.58 | 0.47 | 0.00 | |
sss | 0.58 | 0.55 | 0.41 | ||
mono | 0.61 | 0.52 | 0.39 | ||
across datasets | seq | 0.37 | 0.21 | 0.22 | |
without duplicates | B | aa | 0.44 | 0.42 | 0.00 |
sss | 0.53 | 0.46 | 0.40 | ||
mono | 0.46 | 0.44 | 0.32 | ||
seq | 0.32 | 0.00 | 0.03 |
Values "0.00" indicate that the correlation coefficient was in the range (-0.005,0.005). The best value in each section is printed in bold face.