Zusammenfassung - Otto-von-Guericke-Universität Magdeburg

D Resultate – tabellarisch
Gitterbasierte Merkmale (Dreiecksgitter)
ioPen DigiMemo Notes Taker
w n P R F1 AUC P R F1 AUC P R F1 AUC
16
17
18
19
20
25
30
35
1 71.0 73.4 0.722 0.785 92.3 92.0 0.921 0.980 62.7 56.7 0.595 0.648
2 75.8 66.7 0.709 0.779 90.0 95.0 0.924 0.983 59.3 59.4 0.594 0.643
3 73.6 67.9 0.707 0.775 96.0 90.5 0.932 0.984 56.6 61.0 0.587 0.634
1 65.8 71.5 0.685 0.772 93.0 91.3 0.921 0.975 64.6 62.2 0.634 0.675
2 70.9 68.0 0.694 0.769 89.8 93.3 0.915 0.974 60.3 65.6 0.628 0.671
3 67.8 68.9 0.684 0.764 93.8 89.5 0.916 0.975 62.1 58.3 0.602 0.660
1 72.5 69.1 0.708 0.770 92.5 91.0 0.917 0.978 62.7 58.4 0.605 0.647
2 68.8 72.2 0.705 0.774 91.3 94.3 0.927 0.984 58.8 62.3 0.605 0.641
3 65.0 73.8 0.691 0.770 94.3 93.5 0.939 0.985 60.2 55.1 0.576 0.629
1 70.4 68.2 0.693 0.756 92.0 93.5 0.927 0.975 61.3 60.0 0.607 0.649
2 62.8 71.5 0.669 0.755 92.5 92.0 0.922 0.976 57.0 63.7 0.601 0.643
3 71.8 65.2 0.683 0.749 89.3 93.8 0.914 0.972 60.0 57.9 0.589 0.634
1 63.5 70.5 0.668 0.742 85.8 90.3 0.879 0.958 59.8 58.9 0.593 0.639
2 69.8 67.1 0.684 0.742 88.0 90.8 0.894 0.962 60.8 54.3 0.574 0.631
3 65.5 67.8 0.666 0.737 91.0 86.8 0.888 0.967 58.1 55.7 0.569 0.622
1 60.0 62.1 0.610 0.665 85.3 84.5 0.849 0.931 57.2 58.9 0.580 0.611
2 67.6 58.2 0.625 0.665 83.0 88.0 0.854 0.938 58.6 54.2 0.563 0.605
3 64.2 59.5 0.617 0.661 88.5 85.0 0.867 0.942 54.9 56.3 0.556 0.590
1 49.2 54.2 0.516 0.569 81.3 84.5 0.828 0.908 56.4 52.8 0.545 0.575
2 57.4 49.8 0.533 0.563 84.8 83.0 0.839 0.913 50.7 56.4 0.534 0.564
3 53.9 51.1 0.525 0.557 82.0 87.5 0.847 0.918 52.2 50.2 0.512 0.546
1 40.8 49.9 0.449 0.488 73.3 73.3 0.733 0.815 52.9 48.0 0.503 0.528
2 48.2 44.6 0.464 0.483 70.0 78.5 0.740 0.812 47.6 52.0 0.497 0.517
3 45.8 45.4 0.456 0.478 75.3 69.0 0.720 0.812 49.9 46.6 0.482 0.507
Merkmale auf Basis der lokalen Schriftrichtung
w q n P R F1 AUC P R F1 AUC P R F1 AUC
7 3
7 4
7 8
7 10
7 12
176
1 74.4 76.5 0.754 0.823 84.5 88.8 0.866 0.941 58.6 66.7 0.623 0.664
2 67.7 78.5 0.727 0.814 91.3 84.0 0.875 0.943 66.6 59.0 0.626 0.663
3 64.2 79.5 0.710 0.810 90.3 85.5 0.878 0.944 63.8 60.8 0.622 0.656
1 75.4 83.3 0.791 0.877 94.0 86.0 0.898 0.963 65.1 57.0 0.608 0.672
2 84.7 77.6 0.810 0.881 92.0 89.3 0.906 0.964 59.2 60.0 0.596 0.659
3 82.9 78.6 0.807 0.879 91.5 90.5 0.910 0.966 55.6 61.2 0.583 0.649
1 86.8 83.1 0.849 0.901 92.0 90.3 0.911 0.973 69.4 68.9 0.692 0.736
2 84.3 85.2 0.847 0.905 91.0 93.5 0.922 0.978 65.8 71.8 0.686 0.733
3 83.4 86.2 0.848 0.905 90.0 94.3 0.921 0.979 73.0 64.6 0.685 0.728
1 86.4 83.7 0.850 0.914 88.5 88.3 0.884 0.945 70.2 68.2 0.692 0.740
2 82.6 85.7 0.841 0.910 88.5 87.8 0.881 0.949 71.2 67.7 0.694 0.738
3 85.6 84.5 0.850 0.908 88.3 87.3 0.877 0.944 68.2 69.3 0.688 0.726
1 80.4 83.8 0.821 0.892 92.8 90.3 0.915 0.972 68.3 68.2 0.683 0.732
2 82.6 83.5 0.830 0.890 91.0 92.8 0.919 0.976 69.7 66.8 0.682 0.730
3 80.8 84.8 0.827 0.886 93.3 92.5 0.929 0.976 67.0 68.0 0.675 0.723