| |
R-squares
|
RMSE
|
|---|
|
Feature set
|
Without Inst.
|
With Inst.
|
Without Inst.
|
With Inst.
|
|---|
|
NT-f + 13 variablesa
|
0.06
|
0.07
|
6.6
|
4.4
|
|
NT-f + 2 variablesb
|
0.17
|
0.64
|
5.9
|
2.8
|
|
NT-f + 2 variablesc
|
0.18
|
0.72
|
5.9
|
2.5
|
|
NT-f (the first half means)
|
0.04
|
0.36
|
6.7
|
3.6
|
|
NT-f (the second half means)
|
0.02
|
0.02
|
6.9
|
4.9
|
|
3 variablesd
|
0.04
|
0.08
|
6.6
|
5.1
|
- NT-f: Means of features of NT(WD, CV, ID and AD)
-
aFour features of overall means in NT-f and other 13 features of characteristics
-
bSelected features of NT-f (Mean WD and AD in the first half sessions, and Mean ID in the second half sessions)
-
cFour features of NT-f in the first half sessions, NT-F3, and Mean ID in the second half sessions
-
dIPIP2, LE-1, and Mean AD in the first sessions
