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. 2014 Jun 13;8:155. doi: 10.3389/fnins.2014.00155

Table 4.

Regression model performance for the driving and RSVP tasks.

Participant Driving RSVP-accuracy RSVP-RT RSVP-duration
RMSEa R RMSEa R RMSEa R RMSEa R
1 0.78 0.63*** 0.92 0.40** 0.92 0.40** 0.98 0.30*
2 1.00 0.21* 0.81 0.59*** 1.13 −0.11 1.09 −0.03
3 0.85 0.54*** 0.84 0.54*** 1.01 0.17 0.95 0.36**
4 1.21 −0.22 0.88 0.48*** 0.82 0.58*** 0.87 0.52***
5 0.97 0.31** 0.99 0.20 0.98 0.36** 0.99 0.24
6 1.04 −0.03 0.58 0.82*** 0.77 0.64*** 0.81 0.58***
7 0.88 0.48*** 1.40 −0.80 1.08 0.06 1.09 −0.06
8 0.95 0.32*** 1.00 0.30* 0.81 0.60*** 1.01 0.16
9 1.03 0.17 1.05 0.13 1.02 0.10 1.00 0.26*
10 0.81 0.60*** 0.93 0.40** 1.01 0.19 1.08 −0.03
11 0.86 0.51*** 1.01 0.28* 0.93 0.39** 0.73 0.68***
12 0.96 0.32** 0.98 0.20 0.91 0.43** 0.85 0.52***
13 1.07 −0.08 1.03 0.15 0.83 0.57*** 0.78 0.63***
14 0.86 0.52*** 0.97 0.31* 1.05 0.16 1.03 0.17
15 0.91 0.42*** 0.97 0.30* 0.95 0.33* 0.94 0.35**
16 0.91 0.44*** 0.75 0.66*** 0.73 0.70*** 0.98 0.34**
17 0.91 0.43*** 1.01 0.18 1.07 0.09 0.92 0.46**
18 0.92 0.43*** 1.00 0.28* 1.05 0.24 0.70 0.72***
19 0.90 0.53*** 1.31 −0.12 0.83 0.58*** 1.17 −0.01
20 0.75 0.66*** 0.71 0.71*** 0.94 0.41** 0.80 0.61***
21 1.11 0.37** 0.81 0.59*** 1.05 0.16 0.77 0.64***
22 0.78 0.64*** 1.01 0.14 0.90 0.48*** 0.40 0.92***
23 0.96 0.31** 1.01 0.23 0.80 0.60*** 0.90 0.45**
24 0.89 0.46*** 1.21 −0.26 1.15 0.09 1.27 −0.37
25 0.92 0.39*** 1.30 −0.52 1.03 0.09 0.81 0.59***
Average 0.93 0.37 0.98 0.25 0.95 0.33 0.92 0.36
a

Root-mean-squared error (RMSE) values have been normalized by participant standard deviation for that task and metric.

*Denotes significance (

*

p < 0.05,

**

p < 0.01,

***

p < 0.001).