attck metrics

This commit is contained in:
2026-07-08 00:25:07 +02:00
parent 026ca47800
commit eb8060fc05
37 changed files with 1649 additions and 66 deletions

View File

@@ -0,0 +1,68 @@
accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recall,weighted_f1
0.9618,0.9624,0.9618,0.9619,0.9624,0.9618,0.9619
0.9625,0.9632,0.9625,0.9626,0.9632,0.9625,0.9626
0.9572,0.9584,0.9572,0.9575,0.9584,0.9572,0.9575
0.9566,0.9579,0.9566,0.9568,0.9579,0.9566,0.9568
0.9658,0.9660,0.9658,0.9658,0.9660,0.9658,0.9658
0.9651,0.9655,0.9651,0.9651,0.9655,0.9651,0.9651
0.9539,0.9551,0.9539,0.9540,0.9551,0.9539,0.9540
0.9632,0.9640,0.9632,0.9632,0.9640,0.9632,0.9632
0.9618,0.9624,0.9618,0.9620,0.9624,0.9618,0.9620
0.9612,0.9622,0.9612,0.9613,0.9622,0.9612,0.9613
0.9592,0.9602,0.9592,0.9593,0.9602,0.9592,0.9593
0.9566,0.9578,0.9566,0.9567,0.9578,0.9566,0.9567
0.9605,0.9615,0.9605,0.9605,0.9615,0.9605,0.9605
0.9539,0.9560,0.9539,0.9542,0.9560,0.9539,0.9542
0.9632,0.9639,0.9632,0.9632,0.9639,0.9632,0.9632
0.9625,0.9633,0.9625,0.9625,0.9633,0.9625,0.9625
0.9625,0.9632,0.9625,0.9626,0.9632,0.9625,0.9626
0.9625,0.9631,0.9625,0.9626,0.9631,0.9625,0.9626
0.9592,0.9598,0.9592,0.9591,0.9598,0.9592,0.9591
0.9586,0.9600,0.9586,0.9588,0.9600,0.9586,0.9588
0.9566,0.9577,0.9566,0.9567,0.9577,0.9566,0.9567
0.9605,0.9611,0.9605,0.9605,0.9611,0.9605,0.9605
0.9612,0.9621,0.9612,0.9613,0.9621,0.9612,0.9613
0.9625,0.9636,0.9625,0.9626,0.9636,0.9625,0.9626
0.9625,0.9631,0.9625,0.9624,0.9631,0.9625,0.9624
0.9553,0.9563,0.9553,0.9554,0.9563,0.9553,0.9554
0.9566,0.9578,0.9566,0.9567,0.9578,0.9566,0.9567
0.9632,0.9639,0.9632,0.9632,0.9639,0.9632,0.9632
0.9592,0.9600,0.9592,0.9593,0.9600,0.9592,0.9593
0.9553,0.9568,0.9553,0.9554,0.9568,0.9553,0.9554
0.9612,0.9614,0.9612,0.9611,0.9614,0.9612,0.9611
0.9625,0.9633,0.9625,0.9626,0.9633,0.9625,0.9626
0.9618,0.9629,0.9618,0.9620,0.9629,0.9618,0.9620
0.9553,0.9569,0.9553,0.9554,0.9569,0.9553,0.9554
0.9513,0.9526,0.9513,0.9515,0.9526,0.9513,0.9515
0.9612,0.9614,0.9612,0.9612,0.9614,0.9612,0.9612
0.9572,0.9585,0.9572,0.9573,0.9585,0.9572,0.9573
0.9599,0.9604,0.9599,0.9598,0.9604,0.9599,0.9598
0.9592,0.9603,0.9592,0.9594,0.9603,0.9592,0.9594
0.9599,0.9611,0.9599,0.9600,0.9611,0.9599,0.9600
0.9632,0.9638,0.9632,0.9632,0.9638,0.9632,0.9632
0.9599,0.9602,0.9599,0.9599,0.9602,0.9599,0.9599
0.9526,0.9536,0.9526,0.9527,0.9536,0.9526,0.9527
0.9579,0.9586,0.9579,0.9579,0.9586,0.9579,0.9579
0.9579,0.9593,0.9579,0.9580,0.9593,0.9579,0.9580
0.9599,0.9607,0.9599,0.9600,0.9607,0.9599,0.9600
0.9632,0.9641,0.9632,0.9633,0.9641,0.9632,0.9633
0.9599,0.9607,0.9599,0.9601,0.9607,0.9599,0.9601
0.9664,0.9669,0.9664,0.9665,0.9669,0.9664,0.9665
0.9592,0.9604,0.9592,0.9594,0.9604,0.9592,0.9594
0.9625,0.9630,0.9625,0.9625,0.9630,0.9625,0.9625
0.9579,0.9590,0.9579,0.9581,0.9590,0.9579,0.9581
0.9572,0.9579,0.9572,0.9573,0.9579,0.9572,0.9573
0.9632,0.9638,0.9632,0.9632,0.9638,0.9632,0.9632
0.9566,0.9576,0.9566,0.9566,0.9576,0.9566,0.9566
0.9651,0.9662,0.9651,0.9653,0.9662,0.9651,0.9653
0.9579,0.9593,0.9579,0.9581,0.9593,0.9579,0.9581
0.9592,0.9603,0.9592,0.9593,0.9603,0.9592,0.9593
0.9671,0.9677,0.9671,0.9672,0.9677,0.9671,0.9672
0.9638,0.9644,0.9638,0.9639,0.9644,0.9638,0.9639
0.9645,0.9653,0.9645,0.9646,0.9653,0.9645,0.9646
0.9618,0.9631,0.9618,0.9620,0.9631,0.9618,0.9620
0.9599,0.9606,0.9599,0.9599,0.9606,0.9599,0.9599
0.9553,0.9565,0.9553,0.9553,0.9565,0.9553,0.9553
0.9533,0.9543,0.9533,0.9534,0.9543,0.9533,0.9534
0.9586,0.9599,0.9586,0.9588,0.9599,0.9586,0.9588
0.9612,0.9620,0.9612,0.9613,0.9620,0.9612,0.9613
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
2 0.9618 0.9624 0.9618 0.9619 0.9624 0.9618 0.9619
3 0.9625 0.9632 0.9625 0.9626 0.9632 0.9625 0.9626
4 0.9572 0.9584 0.9572 0.9575 0.9584 0.9572 0.9575
5 0.9566 0.9579 0.9566 0.9568 0.9579 0.9566 0.9568
6 0.9658 0.9660 0.9658 0.9658 0.9660 0.9658 0.9658
7 0.9651 0.9655 0.9651 0.9651 0.9655 0.9651 0.9651
8 0.9539 0.9551 0.9539 0.9540 0.9551 0.9539 0.9540
9 0.9632 0.9640 0.9632 0.9632 0.9640 0.9632 0.9632
10 0.9618 0.9624 0.9618 0.9620 0.9624 0.9618 0.9620
11 0.9612 0.9622 0.9612 0.9613 0.9622 0.9612 0.9613
12 0.9592 0.9602 0.9592 0.9593 0.9602 0.9592 0.9593
13 0.9566 0.9578 0.9566 0.9567 0.9578 0.9566 0.9567
14 0.9605 0.9615 0.9605 0.9605 0.9615 0.9605 0.9605
15 0.9539 0.9560 0.9539 0.9542 0.9560 0.9539 0.9542
16 0.9632 0.9639 0.9632 0.9632 0.9639 0.9632 0.9632
17 0.9625 0.9633 0.9625 0.9625 0.9633 0.9625 0.9625
18 0.9625 0.9632 0.9625 0.9626 0.9632 0.9625 0.9626
19 0.9625 0.9631 0.9625 0.9626 0.9631 0.9625 0.9626
20 0.9592 0.9598 0.9592 0.9591 0.9598 0.9592 0.9591
21 0.9586 0.9600 0.9586 0.9588 0.9600 0.9586 0.9588
22 0.9566 0.9577 0.9566 0.9567 0.9577 0.9566 0.9567
23 0.9605 0.9611 0.9605 0.9605 0.9611 0.9605 0.9605
24 0.9612 0.9621 0.9612 0.9613 0.9621 0.9612 0.9613
25 0.9625 0.9636 0.9625 0.9626 0.9636 0.9625 0.9626
26 0.9625 0.9631 0.9625 0.9624 0.9631 0.9625 0.9624
27 0.9553 0.9563 0.9553 0.9554 0.9563 0.9553 0.9554
28 0.9566 0.9578 0.9566 0.9567 0.9578 0.9566 0.9567
29 0.9632 0.9639 0.9632 0.9632 0.9639 0.9632 0.9632
30 0.9592 0.9600 0.9592 0.9593 0.9600 0.9592 0.9593
31 0.9553 0.9568 0.9553 0.9554 0.9568 0.9553 0.9554
32 0.9612 0.9614 0.9612 0.9611 0.9614 0.9612 0.9611
33 0.9625 0.9633 0.9625 0.9626 0.9633 0.9625 0.9626
34 0.9618 0.9629 0.9618 0.9620 0.9629 0.9618 0.9620
35 0.9553 0.9569 0.9553 0.9554 0.9569 0.9553 0.9554
36 0.9513 0.9526 0.9513 0.9515 0.9526 0.9513 0.9515
37 0.9612 0.9614 0.9612 0.9612 0.9614 0.9612 0.9612
38 0.9572 0.9585 0.9572 0.9573 0.9585 0.9572 0.9573
39 0.9599 0.9604 0.9599 0.9598 0.9604 0.9599 0.9598
40 0.9592 0.9603 0.9592 0.9594 0.9603 0.9592 0.9594
41 0.9599 0.9611 0.9599 0.9600 0.9611 0.9599 0.9600
42 0.9632 0.9638 0.9632 0.9632 0.9638 0.9632 0.9632
43 0.9599 0.9602 0.9599 0.9599 0.9602 0.9599 0.9599
44 0.9526 0.9536 0.9526 0.9527 0.9536 0.9526 0.9527
45 0.9579 0.9586 0.9579 0.9579 0.9586 0.9579 0.9579
46 0.9579 0.9593 0.9579 0.9580 0.9593 0.9579 0.9580
47 0.9599 0.9607 0.9599 0.9600 0.9607 0.9599 0.9600
48 0.9632 0.9641 0.9632 0.9633 0.9641 0.9632 0.9633
49 0.9599 0.9607 0.9599 0.9601 0.9607 0.9599 0.9601
50 0.9664 0.9669 0.9664 0.9665 0.9669 0.9664 0.9665
51 0.9592 0.9604 0.9592 0.9594 0.9604 0.9592 0.9594
52 0.9625 0.9630 0.9625 0.9625 0.9630 0.9625 0.9625
53 0.9579 0.9590 0.9579 0.9581 0.9590 0.9579 0.9581
54 0.9572 0.9579 0.9572 0.9573 0.9579 0.9572 0.9573
55 0.9632 0.9638 0.9632 0.9632 0.9638 0.9632 0.9632
56 0.9566 0.9576 0.9566 0.9566 0.9576 0.9566 0.9566
57 0.9651 0.9662 0.9651 0.9653 0.9662 0.9651 0.9653
58 0.9579 0.9593 0.9579 0.9581 0.9593 0.9579 0.9581
59 0.9592 0.9603 0.9592 0.9593 0.9603 0.9592 0.9593
60 0.9671 0.9677 0.9671 0.9672 0.9677 0.9671 0.9672
61 0.9638 0.9644 0.9638 0.9639 0.9644 0.9638 0.9639
62 0.9645 0.9653 0.9645 0.9646 0.9653 0.9645 0.9646
63 0.9618 0.9631 0.9618 0.9620 0.9631 0.9618 0.9620
64 0.9599 0.9606 0.9599 0.9599 0.9606 0.9599 0.9599
65 0.9553 0.9565 0.9553 0.9553 0.9565 0.9553 0.9553
66 0.9533 0.9543 0.9533 0.9534 0.9543 0.9533 0.9534
67 0.9586 0.9599 0.9586 0.9588 0.9599 0.9586 0.9588
68 0.9612 0.9620 0.9612 0.9613 0.9620 0.9612 0.9613