Table 1.
RAT | TRAIN COUNT | TEST COUNT | TEST Lengths (ms) | TEST R | TEST R2 | TEST R by Trial | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
MEAN | STD | X | Y | Z | ABS | X | Y | Z | ABS | MEAN | STD | |||
1 | 46 | 23 | 905 | 111 | 0.65 | 0.73 | 0.52 | 0.72 | 0.35 | 0.52 | 0.26 | 0.52 | 0.24 | 0.56 |
2 | 38 | 18 | 1015 | 575 | 0.60 | 0.64 | 0.53 | 0.64 | 0.36 | 0.39 | 0.24 | 0.38 | 0.20 | 0.65 |
3 | 34 | 18 | 1923 | 758 | 0.56 | 0.62 | 0.51 | 0.60 | 0.30 | 0.36 | 0.25 | 0.35 | 0.39 | 0.42 |
4 | 51 | 26 | 2433 | 89 | 0.59 | 0.67 | 0.43 | 0.66 | 0.35 | 0.44 | 0.17 | 0.42 | 0.63 | 0.25 |
5 | 22 | 12 | 818 | 276 | 0.24 | 0.58 | 0.33 | 0.53 | 0.05 | 0.33 | 0.10 | 0.28 | 0.36 | 0.46 |
6 | 81 | 39 | 1260 | 686 | 0.69 | 0.77 | 0.49 | 0.78 | 0.46 | 0.59 | 0.22 | 0.60 | 0.51 | 0.35 |
Mean | 45.33 | 22.67 | 0.56 | 0.67 | 0.47 | 0.66 | 0.31 | 0.44 | 0.21 | 0.43 | ||||
STD | 20.16 | 9.33 | 0.16 | 0.07 | 0.08 | 0.09 | 0.14 | 0.10 | 0.06 | 0.12 | ||||
Weighted | 0.60 | 0.69 | 0.48 | 0.68 | 0.35 | 0.47 | 0.21 | 0.46 |
Correlation (R) and R2 statistics of regression in the test set in each rat of the study. Middle columns show the statistics when all the trials in the session are concatenated into one long trial for regression. The last two columns contain mean ± STD of correlations calculated for each trial separately, while the regression was performed again on the concatenated version.