Table 4.
The table reports the correlation matrix for the eight features selected by the CFS algorithm in the no time pressure group. The point biserial correlation (r pb) between each selected feature and the dependent variable (faking vs. honest) is also reported.
1t | 3t | tt | Lrt | Krt | L-r | F-r | RC4 | Faking vs. honest | |
---|---|---|---|---|---|---|---|---|---|
1t | 1.00 | 0.05 | 0.72 | 0.67 | 0.68 | 0.67 | −0.17 | −0.27 | 0.72 |
3t | 0.05 | 1.00 | 0.65 | 0.35 | 0.36 | 0.32 | −0.14 | −0.22 | 0.37 |
tt | 0.72 | 0.65 | 1.00 | 0.74 | 0.77 | 0.73 | −0.16 | −0.33 | 0.83 |
Lrt | 0.67 | 0.35 | 0.74 | 1.00 | 0.86 | 0.75 | −0.15 | −0.29 | 0.84 |
Krt | 0.68 | 0.36 | 0.77 | 0.86 | 1.00 | 0.81 | −0.22 | −0.37 | 0.88 |
L-r | 0.67 | 0.32 | 0.73 | 0.75 | 0.81 | 1.00 | 0.03 | −0.33 | 0.83 |
F-r | −0.17 | −0.14 | −0.16 | −0.15 | −0.22 | 0.03 | 1.00 | 0.08 | −0.28 |
RC4 | −0.27 | −0.22 | −0.33 | −0.29 | −0.37 | −0.33 | 0.08 | 1.00 | −0.37 |
Faking vs. honest | 0.72 | 0.37 | 0.83 | 0.84 | 0.88 | 0.83 | −0.28 | −0.37 | 1.00 |