Zusammenfassung - Otto-von-Guericke-Universität Magdeburg

D Resultate – tabellarisch
D.3 Multialgorithmische Fusion
D.3.1 Fusion auf Merkmalsebene
ioPen DigiMemo Notes Taker
Merkmale auf Basis der lokalen Schriftkrümmung und -richtung
w qc qd P R F1 AUC P R F1 AUC P R F1 AUC
7
10
20
35
12
17
12
17
12
17
12
17
8 62.2 79.3 0.697 0.800 92.3 78.5 0.848 0.933 55.8 61.9 0.587 0.621
16 70.5 68.7 0.696 0.762 78.0 81.0 0.795 0.889 55.0 55.2 0.551 0.570
20 65.5 68.3 0.669 0.743 77.0 78.8 0.779 0.865 49.6 53.9 0.516 0.541
8 75.2 61.0 0.673 0.757 79.3 88.8 0.837 0.928 61.3 52.6 0.566 0.591
16 69.2 65.2 0.671 0.734 79.8 77.5 0.786 0.883 53.6 52.7 0.531 0.544
20 61.0 65.7 0.633 0.709 73.5 80.5 0.768 0.856 48.1 52.6 0.502 0.522
8 74.8 60.4 0.668 0.750 78.8 90.0 0.840 0.931 60.6 53.8 0.570 0.592
16 68.9 63.8 0.663 0.725 81.3 78.3 0.797 0.884 52.4 52.2 0.523 0.541
20 65.4 61.4 0.633 0.696 74.3 79.3 0.767 0.858 47.7 51.7 0.496 0.517
8 59.5 65.9 0.626 0.707 78.8 86.8 0.826 0.920 40.9 61.2 0.490 0.553
16 62.2 61.8 0.620 0.685 77.8 75.8 0.767 0.864 48.4 51.1 0.497 0.511
20 56.8 62.2 0.594 0.666 72.8 79.3 0.759 0.835 48.8 47.4 0.481 0.489
8 59.8 57.3 0.585 0.614 78.5 80.5 0.795 0.873 46.2 50.9 0.484 0.485
16 58.2 53.8 0.559 0.581 74.5 72.5 0.735 0.807 47.7 44.4 0.460 0.459
20 60.7 49.3 0.544 0.556 65.0 74.5 0.694 0.761 42.0 45.3 0.436 0.437
8 55.4 54.4 0.549 0.581 78.3 74.3 0.762 0.852 45.8 44.7 0.452 0.442
16 45.6 55.3 0.500 0.559 73.0 62.5 0.673 0.763 42.8 43.0 0.429 0.425
20 60.2 46.4 0.524 0.524 73.8 52.5 0.613 0.724 42.7 40.9 0.418 0.408
8 49.4 46.6 0.480 0.492 69.3 66.5 0.678 0.759 42.0 39.6 0.407 0.392
16 44.7 44.8 0.447 0.466 65.0 55.5 0.599 0.663 38.1 36.6 0.373 0.369
20 30.8 50.8 0.384 0.448 57.5 64.3 0.607 0.618 39.1 33.3 0.360 0.345
8 45.0 45.5 0.452 0.469 66.5 64.5 0.655 0.716 37.0 35.9 0.364 0.353
16 36.1 47.2 0.409 0.451 58.3 61.8 0.599 0.624 31.6 36.9 0.340 0.332
20 47.8 41.4 0.443 0.427 56.3 56.8 0.565 0.573 41.8 28.7 0.340 0.315
D.3.2 Fusion auf Vergleichsebene
ioPen DigiMemo Notes Taker
Merkmale auf Basis der lokalen Schriftkrümmung und -richtung
w qc qd P R F1 AUC P R F1 AUC P R F1 AUC
7
186
17 12
17 14
△ 65.6 61.5 0.635 0.690 85.5 81.8 0.836 0.924 47.7 43.1 0.453 0.464
▽ 64.1 70.4 0.671 0.746 80.3 70.8 0.752 0.868 46.6 49.9 0.482 0.509
∅ 77.8 71.4 0.745 0.810 81.8 88.3 0.849 0.934 56.3 49.9 0.529 0.565
△ 56.4 60.1 0.582 0.646 79.0 79.8 0.794 0.882 42.3 41.9 0.421 0.416
▽ 67.2 69.6 0.684 0.755 74.3 79.8 0.769 0.874 50.0 48.8 0.494 0.521
∅ 71.5 73.8 0.726 0.796 83.0 83.0 0.830 0.911 49.6 51.6 0.505 0.544