Table 1
The neural network solution based on the training data set and testing (holdout) data set classified at 100% and 57.9% accuracy respectively for skill level (beginner, intermediate and advanced) for the SATB specific tests.
Predicted
1
2
3
% Correct
Training
1.Beginner
9
0
0
100.0%
2.Intermediate
0
5
0
100.0%
3.Advance
0
0
8
100.0%
Overall Percent
Testing
1.Beginner
5
1
0
83.3%
2.Intermediate
3
6
2
54.5%
3.Advance
2
0
0
0.0%
Overall Percent
52.6%
36.8%
10.5%
57.9%