cleaned up code

This commit is contained in:
2026-07-08 23:53:07 +02:00
parent 31f461342e
commit 04875a62e9
23 changed files with 1362 additions and 715 deletions

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@@ -539,3 +539,64 @@ accuracy,macro_precision,macro_recall,macro_f1,weighted_precision,weighted_recal
0.9520,0.9534,0.9520,0.9522,0.9534,0.9520,0.9522
0.9539,0.9554,0.9539,0.9542,0.9554,0.9539,0.9542
0.9539,0.9559,0.9539,0.9543,0.9559,0.9539,0.9543
0.9500,0.9518,0.9500,0.9503,0.9518,0.9500,0.9503
0.9520,0.9542,0.9520,0.9524,0.9542,0.9520,0.9524
0.9520,0.9541,0.9520,0.9523,0.9541,0.9520,0.9523
0.9520,0.9542,0.9520,0.9524,0.9542,0.9520,0.9524
0.9520,0.9540,0.9520,0.9523,0.9540,0.9520,0.9523
0.9507,0.9515,0.9507,0.9507,0.9515,0.9507,0.9507
0.9526,0.9548,0.9526,0.9530,0.9548,0.9526,0.9530
0.9520,0.9542,0.9520,0.9524,0.9542,0.9520,0.9524
0.9520,0.9528,0.9520,0.9520,0.9528,0.9520,0.9520
0.9539,0.9557,0.9539,0.9542,0.9557,0.9539,0.9542
0.9579,0.9597,0.9579,0.9582,0.9597,0.9579,0.9582
0.9566,0.9582,0.9566,0.9568,0.9582,0.9566,0.9568
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9500,0.9528,0.9500,0.9505,0.9528,0.9500,0.9505
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
0.9520,0.9534,0.9520,0.9522,0.9534,0.9520,0.9522
0.9546,0.9562,0.9546,0.9549,0.9562,0.9546,0.9549
0.9520,0.9543,0.9520,0.9524,0.9543,0.9520,0.9524
0.9520,0.9540,0.9520,0.9523,0.9540,0.9520,0.9523
0.9520,0.9529,0.9520,0.9520,0.9529,0.9520,0.9520
0.9513,0.9536,0.9513,0.9517,0.9536,0.9513,0.9517
0.9520,0.9538,0.9520,0.9523,0.9538,0.9520,0.9523
0.9513,0.9523,0.9513,0.9513,0.9523,0.9513,0.9513
0.9533,0.9550,0.9533,0.9536,0.9550,0.9533,0.9536
0.9586,0.9605,0.9586,0.9589,0.9605,0.9586,0.9589
0.9566,0.9583,0.9566,0.9568,0.9583,0.9566,0.9568
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9500,0.9528,0.9500,0.9505,0.9528,0.9500,0.9505
0.9559,0.9570,0.9559,0.9560,0.9570,0.9559,0.9560
0.9526,0.9541,0.9526,0.9529,0.9541,0.9526,0.9529
0.9533,0.9549,0.9533,0.9535,0.9549,0.9533,0.9535
0.9539,0.9559,0.9539,0.9543,0.9559,0.9539,0.9543
0.9500,0.9518,0.9500,0.9503,0.9518,0.9500,0.9503
0.9533,0.9547,0.9533,0.9535,0.9547,0.9533,0.9535
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
0.9520,0.9539,0.9520,0.9522,0.9539,0.9520,0.9522
0.9480,0.9506,0.9480,0.9485,0.9506,0.9480,0.9485
0.9520,0.9541,0.9520,0.9522,0.9541,0.9520,0.9522
0.9513,0.9526,0.9513,0.9514,0.9526,0.9513,0.9514
0.9533,0.9546,0.9533,0.9535,0.9546,0.9533,0.9535
0.9526,0.9548,0.9526,0.9530,0.9548,0.9526,0.9530
0.9520,0.9542,0.9520,0.9524,0.9542,0.9520,0.9524
0.9513,0.9523,0.9513,0.9514,0.9523,0.9513,0.9514
0.9533,0.9553,0.9533,0.9536,0.9553,0.9533,0.9536
0.9513,0.9536,0.9513,0.9517,0.9536,0.9513,0.9517
0.9520,0.9540,0.9520,0.9523,0.9540,0.9520,0.9523
0.9513,0.9523,0.9513,0.9513,0.9523,0.9513,0.9513
0.9533,0.9549,0.9533,0.9535,0.9549,0.9533,0.9535
0.9513,0.9536,0.9513,0.9517,0.9536,0.9513,0.9517
0.9520,0.9540,0.9520,0.9523,0.9540,0.9520,0.9523
0.9520,0.9530,0.9520,0.9520,0.9530,0.9520,0.9520
0.9539,0.9557,0.9539,0.9542,0.9557,0.9539,0.9542
0.9579,0.9597,0.9579,0.9582,0.9597,0.9579,0.9582
0.9566,0.9583,0.9566,0.9568,0.9583,0.9566,0.9568
0.9533,0.9551,0.9533,0.9536,0.9551,0.9533,0.9536
0.9487,0.9521,0.9487,0.9494,0.9521,0.9487,0.9494
0.9546,0.9558,0.9546,0.9547,0.9558,0.9546,0.9547
0.9526,0.9539,0.9526,0.9529,0.9539,0.9526,0.9529
0.9539,0.9556,0.9539,0.9542,0.9556,0.9539,0.9542
0.9539,0.9559,0.9539,0.9543,0.9559,0.9539,0.9543
0.9500,0.9518,0.9500,0.9503,0.9518,0.9500,0.9503
1 accuracy macro_precision macro_recall macro_f1 weighted_precision weighted_recall weighted_f1
539 0.9520 0.9534 0.9520 0.9522 0.9534 0.9520 0.9522
540 0.9539 0.9554 0.9539 0.9542 0.9554 0.9539 0.9542
541 0.9539 0.9559 0.9539 0.9543 0.9559 0.9539 0.9543
542 0.9500 0.9518 0.9500 0.9503 0.9518 0.9500 0.9503
543 0.9520 0.9542 0.9520 0.9524 0.9542 0.9520 0.9524
544 0.9520 0.9541 0.9520 0.9523 0.9541 0.9520 0.9523
545 0.9520 0.9542 0.9520 0.9524 0.9542 0.9520 0.9524
546 0.9520 0.9540 0.9520 0.9523 0.9540 0.9520 0.9523
547 0.9507 0.9515 0.9507 0.9507 0.9515 0.9507 0.9507
548 0.9526 0.9548 0.9526 0.9530 0.9548 0.9526 0.9530
549 0.9520 0.9542 0.9520 0.9524 0.9542 0.9520 0.9524
550 0.9520 0.9528 0.9520 0.9520 0.9528 0.9520 0.9520
551 0.9539 0.9557 0.9539 0.9542 0.9557 0.9539 0.9542
552 0.9579 0.9597 0.9579 0.9582 0.9597 0.9579 0.9582
553 0.9566 0.9582 0.9566 0.9568 0.9582 0.9566 0.9568
554 0.9533 0.9551 0.9533 0.9536 0.9551 0.9533 0.9536
555 0.9500 0.9528 0.9500 0.9505 0.9528 0.9500 0.9505
556 0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
557 0.9520 0.9534 0.9520 0.9522 0.9534 0.9520 0.9522
558 0.9546 0.9562 0.9546 0.9549 0.9562 0.9546 0.9549
559 0.9520 0.9543 0.9520 0.9524 0.9543 0.9520 0.9524
560 0.9520 0.9540 0.9520 0.9523 0.9540 0.9520 0.9523
561 0.9520 0.9529 0.9520 0.9520 0.9529 0.9520 0.9520
562 0.9513 0.9536 0.9513 0.9517 0.9536 0.9513 0.9517
563 0.9520 0.9538 0.9520 0.9523 0.9538 0.9520 0.9523
564 0.9513 0.9523 0.9513 0.9513 0.9523 0.9513 0.9513
565 0.9533 0.9550 0.9533 0.9536 0.9550 0.9533 0.9536
566 0.9586 0.9605 0.9586 0.9589 0.9605 0.9586 0.9589
567 0.9566 0.9583 0.9566 0.9568 0.9583 0.9566 0.9568
568 0.9533 0.9551 0.9533 0.9536 0.9551 0.9533 0.9536
569 0.9500 0.9528 0.9500 0.9505 0.9528 0.9500 0.9505
570 0.9559 0.9570 0.9559 0.9560 0.9570 0.9559 0.9560
571 0.9526 0.9541 0.9526 0.9529 0.9541 0.9526 0.9529
572 0.9533 0.9549 0.9533 0.9535 0.9549 0.9533 0.9535
573 0.9539 0.9559 0.9539 0.9543 0.9559 0.9539 0.9543
574 0.9500 0.9518 0.9500 0.9503 0.9518 0.9500 0.9503
575 0.9533 0.9547 0.9533 0.9535 0.9547 0.9533 0.9535
576 0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
577 0.9520 0.9539 0.9520 0.9522 0.9539 0.9520 0.9522
578 0.9480 0.9506 0.9480 0.9485 0.9506 0.9480 0.9485
579 0.9520 0.9541 0.9520 0.9522 0.9541 0.9520 0.9522
580 0.9513 0.9526 0.9513 0.9514 0.9526 0.9513 0.9514
581 0.9533 0.9546 0.9533 0.9535 0.9546 0.9533 0.9535
582 0.9526 0.9548 0.9526 0.9530 0.9548 0.9526 0.9530
583 0.9520 0.9542 0.9520 0.9524 0.9542 0.9520 0.9524
584 0.9513 0.9523 0.9513 0.9514 0.9523 0.9513 0.9514
585 0.9533 0.9553 0.9533 0.9536 0.9553 0.9533 0.9536
586 0.9513 0.9536 0.9513 0.9517 0.9536 0.9513 0.9517
587 0.9520 0.9540 0.9520 0.9523 0.9540 0.9520 0.9523
588 0.9513 0.9523 0.9513 0.9513 0.9523 0.9513 0.9513
589 0.9533 0.9549 0.9533 0.9535 0.9549 0.9533 0.9535
590 0.9513 0.9536 0.9513 0.9517 0.9536 0.9513 0.9517
591 0.9520 0.9540 0.9520 0.9523 0.9540 0.9520 0.9523
592 0.9520 0.9530 0.9520 0.9520 0.9530 0.9520 0.9520
593 0.9539 0.9557 0.9539 0.9542 0.9557 0.9539 0.9542
594 0.9579 0.9597 0.9579 0.9582 0.9597 0.9579 0.9582
595 0.9566 0.9583 0.9566 0.9568 0.9583 0.9566 0.9568
596 0.9533 0.9551 0.9533 0.9536 0.9551 0.9533 0.9536
597 0.9487 0.9521 0.9487 0.9494 0.9521 0.9487 0.9494
598 0.9546 0.9558 0.9546 0.9547 0.9558 0.9546 0.9547
599 0.9526 0.9539 0.9526 0.9529 0.9539 0.9526 0.9529
600 0.9539 0.9556 0.9539 0.9542 0.9556 0.9539 0.9542
601 0.9539 0.9559 0.9539 0.9543 0.9559 0.9539 0.9543
602 0.9500 0.9518 0.9500 0.9503 0.9518 0.9500 0.9503