Zusammenfassung - Otto-von-Guericke-Universität Magdeburg

Gitterbasierte Merkmale (Quadratgitter)
D.2 Multi-Sample-Fusion
ioPen DigiMemo Notes Taker
wg n P R F1 AUC P R F1 AUC P R F1 AUC
25
30
35
△
▽
∅
△
▽
∅
△
▽
∅
1 72.5 70.2 0.714 0.780 89.0 86.0 0.875 0.953 66.1 67.4 0.668 0.714
2 70.0 74.5 0.722 0.788 85.8 90.5 0.881 0.956 67.9 65.3 0.666 0.715
3 73.9 69.9 0.719 0.782 89.5 87.3 0.884 0.955 65.1 67.2 0.661 0.711
1 58.0 73.5 0.648 0.743 89.0 86.3 0.876 0.948 65.7 68.0 0.668 0.711
2 58.5 70.1 0.638 0.703 88.8 86.0 0.874 0.951 69.8 64.1 0.668 0.706
3 68.0 51.1 0.583 0.594 92.8 84.0 0.882 0.952 62.3 66.8 0.645 0.680
1 78.9 71.8 0.752 0.800 88.8 89.3 0.890 0.957 67.2 69.1 0.682 0.736
2 75.2 76.6 0.759 0.821 90.8 91.3 0.910 0.968 71.9 68.7 0.702 0.757
3 74.9 75.2 0.751 0.813 91.5 91.8 0.916 0.973 73.2 68.9 0.710 0.763
1 62.4 62.6 0.625 0.679 79.0 85.5 0.821 0.903 65.6 62.4 0.640 0.680
2 60.4 60.1 0.602 0.664 83.3 81.3 0.822 0.905 62.7 66.0 0.643 0.682
3 57.5 61.6 0.595 0.661 78.0 83.8 0.808 0.891 64.9 61.4 0.631 0.673
1 70.2 53.2 0.606 0.645 79.3 87.0 0.829 0.919 61.6 67.4 0.644 0.682
2 47.7 57.5 0.521 0.568 82.3 85.0 0.836 0.917 57.8 68.6 0.627 0.665
3 62.9 41.8 0.503 0.492 88.3 79.0 0.834 0.912 66.2 59.3 0.626 0.642
1 68.0 64.6 0.663 0.709 83.8 82.8 0.832 0.926 68.3 63.9 0.660 0.706
2 71.9 64.8 0.682 0.718 87.5 83.0 0.852 0.937 68.2 68.7 0.684 0.727
3 63.2 68.6 0.658 0.725 87.5 83.3 0.853 0.934 70.4 69.1 0.698 0.737
1 56.0 57.8 0.569 0.604 78.5 80.0 0.792 0.873 61.7 58.0 0.598 0.633
2 60.2 56.2 0.582 0.603 82.0 77.5 0.797 0.865 58.1 61.9 0.599 0.627
3 56.2 57.4 0.568 0.595 79.3 79.5 0.794 0.847 60.3 57.6 0.589 0.620
1 62.6 49.3 0.552 0.571 82.0 78.5 0.802 0.867 62.0 63.3 0.627 0.648
2 44.2 50.2 0.470 0.490 82.0 77.8 0.798 0.878 56.9 64.3 0.604 0.629
3 52.5 36.8 0.432 0.419 80.5 76.3 0.783 0.861 53.9 62.3 0.578 0.598
1 60.9 59.7 0.603 0.636 77.3 83.5 0.803 0.884 60.2 66.0 0.630 0.666
2 62.8 59.2 0.609 0.648 80.5 83.8 0.821 0.894 64.4 64.7 0.646 0.687
3 64.2 58.2 0.610 0.640 81.3 83.8 0.825 0.893 67.1 64.7 0.659 0.698
Gitterbasierte Merkmale (Dreicksgitter)
wg n P R F1 AUC P R F1 AUC P R F1 AUC
7
△
▽
∅
1 76.6 82.1 0.793 0.866 94.5 88.8 0.915 0.975 66.3 62.4 0.643 0.696
2 74.2 84.3 0.789 0.869 93.5 91.5 0.925 0.976 63.3 66.2 0.647 0.697
3 71.6 85.3 0.779 0.868 92.8 92.0 0.924 0.976 61.1 68.1 0.644 0.692
1 80.2 73.8 0.768 0.838 91.0 92.5 0.917 0.974 62.2 68.1 0.650 0.695
2 71.2 70.2 0.707 0.788 94.0 89.3 0.916 0.976 70.3 59.3 0.644 0.686
3 59.2 68.9 0.637 0.726 85.8 91.8 0.886 0.960 62.9 63.7 0.633 0.664
1 72.5 84.7 0.781 0.873 94.3 91.3 0.927 0.980 67.9 66.4 0.672 0.723
2 76.1 85.2 0.804 0.884 95.8 92.0 0.938 0.982 71.7 66.2 0.688 0.741
3 76.8 85.7 0.810 0.888 96.3 92.8 0.945 0.984 72.6 65.7 0.689 0.749
153