Hour | Confusion matrix | AUROC | Specificity | Sensitivity | Accuracy | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PM | RF | LR | PM | RF | LR | PM | RF | LR | PM | RF | LR | PM | RF | LR | ||
6 | 84;8 4;7 | 54;38 5;6 | 77;15 8;3 | 0.776 | 0.628 | 0.611 | 0.913 | 0.587 | 0.837 | 0.636 | 0.545 | 0.273 | 0.883 | 0.583 | 0.776 | |
12 | 81;10 5;6 | 58;33 5;6 | 75;16 8;3 | 0.782 | 0.635 | 0.608 | 0.890 | 0.637 | 0.824 | 0.545 | 0.545 | 0.273 | 0.853 | 0.627 | 0.765 | |
18 | 80;10 4;7 | 57;33 5;6 | 76;14 7;4 | 0.806 | 0.658 | 0.640 | 0.889 | 0.633 | 0.844 | 0.636 | 0.545 | 0.364 | 0.861 | 0.624 | 0.792 | |
24 | 67;17 4;7 | 51;33 5;6 | 70;14 6;5 | 0.799 | 0.640 | 0.644 | 0.798 | 0.607 | 0.833 | 0.636 | 0.545 | 0.455 | 0.779 | 0.600 | 0.789 | |
30 | 71;11 3;8 | 50;32 5;6 | 68;14 6;5 | 0.814 | 0.656 | 0.646 | 0.866 | 0.610 | 0.829 | 0.727 | 0.545 | 0.455 | 0.849 | 0.602 | 0.785 | |
36 | 56;25 3;8 | 51;30 5;6 | 66;15 6;5 | 0.814 | 0.654 | 0.641 | 0.691 | 0.630 | 0.815 | 0.727 | 0.545 | 0.455 | 0.696 | 0.619 | 0.771 | |
42 | 68;10 4;7 | 48;30 5;6 | 62;16 6;5 | 0.817 | 0.657 | 0.631 | 0.872 | 0.615 | 0.795 | 0.636 | 0.545 | 0.455 | 0.843 | 0.606 | 0.752 | |
48 | 52;18 4;7 | 44;26 5;6 | 55;15 6;5 | 0.806 | 0.680 | 0.657 | 0.743 | 0.629 | 0.786 | 0.636 | 0.545 | 0.455 | 0.728 | 0.617 | 0.740 | |
54 | 55;11 4;7 | 44;22 5;6 | 52;14 6;5 | 0.853 | 0.692 | 0.659 | 0.833 | 0.667 | 0.788 | 0.636 | 0.545 | 0.455 | 0.805 | 0.649 | 0.740 | |
60 | 62;2 5;6 | 44;20 5;6 | 51;13 6;5 | 0.843 | 0.713 | 0.662 | 0.969 | 0.688 | 0.797 | 0.545 | 0.545 | 0.455 | 0.907 | 0.667 | 0.746 | |
66 | 52;9 4;7 | 42;19 5;6 | 47;14 6;5 | 0.875 | 0.718 | 0.641 | 0.852 | 0.689 | 0.770 | 0.636 | 0.545 | 0.455 | 0.819 | 0.667 | 0.722 | |
72 | 44;11 3;8 | 39;16 5;6 | 43;12 6;5 | 0.9 | 0.709 | 0.625 | 0.800 | 0.709 | 0.782 | 0.727 | 0.545 | 0.455 | 0.788 | 0.681 | 0.727 |