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ncardus/SeqClassifier

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@@ -18,11 +18,11 @@ should probably proofread and complete it, then remove this comment. -->
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  This model was trained from scratch on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.2210
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- - Accuracy: 1.0
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- - F1: 1.0
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- - Precision: 1.0
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- - Recall: 1.0
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  ## Model description
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@@ -53,306 +53,306 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
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  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
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- | No log | 0.33 | 1 | 0.6850 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | No log | 0.67 | 2 | 0.6828 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | No log | 1.0 | 3 | 0.6817 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | No log | 1.33 | 4 | 0.6804 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6849 | 1.67 | 5 | 0.6795 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6849 | 2.0 | 6 | 0.6786 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6849 | 2.33 | 7 | 0.6777 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6849 | 2.67 | 8 | 0.6771 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6849 | 3.0 | 9 | 0.6764 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6732 | 3.33 | 10 | 0.6756 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6732 | 3.67 | 11 | 0.6749 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6732 | 4.0 | 12 | 0.6745 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6732 | 4.33 | 13 | 0.6741 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6732 | 4.67 | 14 | 0.6738 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.684 | 5.0 | 15 | 0.6735 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.684 | 5.33 | 16 | 0.6732 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.684 | 5.67 | 17 | 0.6730 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.684 | 6.0 | 18 | 0.6727 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.684 | 6.33 | 19 | 0.6724 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6692 | 6.67 | 20 | 0.6722 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6692 | 7.0 | 21 | 0.6720 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6692 | 7.33 | 22 | 0.6718 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6692 | 7.67 | 23 | 0.6716 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6692 | 8.0 | 24 | 0.6714 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6864 | 8.33 | 25 | 0.6713 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6864 | 8.67 | 26 | 0.6712 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6864 | 9.0 | 27 | 0.6710 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6864 | 9.33 | 28 | 0.6709 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6864 | 9.67 | 29 | 0.6707 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.66 | 10.0 | 30 | 0.6706 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.66 | 10.33 | 31 | 0.6704 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.66 | 10.67 | 32 | 0.6703 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.66 | 11.0 | 33 | 0.6701 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.66 | 11.33 | 34 | 0.6700 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6622 | 11.67 | 35 | 0.6698 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6622 | 12.0 | 36 | 0.6696 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6622 | 12.33 | 37 | 0.6694 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6622 | 12.67 | 38 | 0.6692 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6622 | 13.0 | 39 | 0.6690 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6794 | 13.33 | 40 | 0.6687 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6794 | 13.67 | 41 | 0.6685 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6794 | 14.0 | 42 | 0.6682 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6794 | 14.33 | 43 | 0.6679 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6794 | 14.67 | 44 | 0.6675 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6625 | 15.0 | 45 | 0.6672 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6625 | 15.33 | 46 | 0.6668 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6625 | 15.67 | 47 | 0.6664 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6625 | 16.0 | 48 | 0.6659 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6625 | 16.33 | 49 | 0.6654 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6637 | 16.67 | 50 | 0.6648 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6637 | 17.0 | 51 | 0.6642 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6637 | 17.33 | 52 | 0.6636 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6637 | 17.67 | 53 | 0.6632 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6637 | 18.0 | 54 | 0.6624 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6725 | 18.33 | 55 | 0.6615 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6725 | 18.67 | 56 | 0.6608 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6725 | 19.0 | 57 | 0.6597 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6725 | 19.33 | 58 | 0.6586 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6725 | 19.67 | 59 | 0.6573 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6448 | 20.0 | 60 | 0.6562 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6448 | 20.33 | 61 | 0.6549 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6448 | 20.67 | 62 | 0.6537 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6448 | 21.0 | 63 | 0.6525 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6448 | 21.33 | 64 | 0.6517 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.645 | 21.67 | 65 | 0.6507 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.645 | 22.0 | 66 | 0.6491 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.645 | 22.33 | 67 | 0.6472 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.645 | 22.67 | 68 | 0.6455 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.645 | 23.0 | 69 | 0.6439 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6441 | 23.33 | 70 | 0.6425 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6441 | 23.67 | 71 | 0.6412 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6441 | 24.0 | 72 | 0.6397 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6441 | 24.33 | 73 | 0.6379 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6441 | 24.67 | 74 | 0.6365 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6407 | 25.0 | 75 | 0.6352 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6407 | 25.33 | 76 | 0.6342 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6407 | 25.67 | 77 | 0.6334 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6407 | 26.0 | 78 | 0.6324 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6407 | 26.33 | 79 | 0.6314 | 0.6 | 0.3750 | 0.3 | 0.5 |
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- | 0.6306 | 26.67 | 80 | 0.6303 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6306 | 27.0 | 81 | 0.6295 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6306 | 27.33 | 82 | 0.6288 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6306 | 27.67 | 83 | 0.6280 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6306 | 28.0 | 84 | 0.6274 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6098 | 28.33 | 85 | 0.6267 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6098 | 28.67 | 86 | 0.6260 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6098 | 29.0 | 87 | 0.6255 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6098 | 29.33 | 88 | 0.6248 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.6098 | 29.67 | 89 | 0.6243 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.6292 | 30.0 | 90 | 0.6237 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.6292 | 30.33 | 91 | 0.6233 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.6292 | 30.67 | 92 | 0.6229 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.6292 | 31.0 | 93 | 0.6224 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.6292 | 31.33 | 94 | 0.6219 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.6198 | 31.67 | 95 | 0.6211 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.6198 | 32.0 | 96 | 0.6207 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.6198 | 32.33 | 97 | 0.6202 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6198 | 32.67 | 98 | 0.6200 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6198 | 33.0 | 99 | 0.6197 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6125 | 33.33 | 100 | 0.6196 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6125 | 33.67 | 101 | 0.6191 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6125 | 34.0 | 102 | 0.6189 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6125 | 34.33 | 103 | 0.6185 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6125 | 34.67 | 104 | 0.6179 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6008 | 35.0 | 105 | 0.6174 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6008 | 35.33 | 106 | 0.6165 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6008 | 35.67 | 107 | 0.6157 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6008 | 36.0 | 108 | 0.6156 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6008 | 36.33 | 109 | 0.6156 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5984 | 36.67 | 110 | 0.6153 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5984 | 37.0 | 111 | 0.6151 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5984 | 37.33 | 112 | 0.6140 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5984 | 37.67 | 113 | 0.6138 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5984 | 38.0 | 114 | 0.6131 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5802 | 38.33 | 115 | 0.6129 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5802 | 38.67 | 116 | 0.6113 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5802 | 39.0 | 117 | 0.6104 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5802 | 39.33 | 118 | 0.6101 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5802 | 39.67 | 119 | 0.6095 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6142 | 40.0 | 120 | 0.6084 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6142 | 40.33 | 121 | 0.6066 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6142 | 40.67 | 122 | 0.6054 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6142 | 41.0 | 123 | 0.6043 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.6142 | 41.33 | 124 | 0.6038 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5746 | 41.67 | 125 | 0.6032 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5746 | 42.0 | 126 | 0.6014 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5746 | 42.33 | 127 | 0.6001 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5746 | 42.67 | 128 | 0.5993 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5746 | 43.0 | 129 | 0.5973 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5943 | 43.33 | 130 | 0.5945 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5943 | 43.67 | 131 | 0.5923 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5943 | 44.0 | 132 | 0.5903 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5943 | 44.33 | 133 | 0.5893 | 0.4 | 0.2857 | 0.25 | 0.3333 |
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- | 0.5943 | 44.67 | 134 | 0.5870 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5634 | 45.0 | 135 | 0.5844 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5634 | 45.33 | 136 | 0.5826 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5634 | 45.67 | 137 | 0.5809 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5634 | 46.0 | 138 | 0.5784 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5634 | 46.33 | 139 | 0.5765 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5879 | 46.67 | 140 | 0.5737 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5879 | 47.0 | 141 | 0.5709 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5879 | 47.33 | 142 | 0.5682 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5879 | 47.67 | 143 | 0.5654 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5879 | 48.0 | 144 | 0.5624 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5405 | 48.33 | 145 | 0.5598 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5405 | 48.67 | 146 | 0.5568 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5405 | 49.0 | 147 | 0.5531 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5405 | 49.33 | 148 | 0.5493 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5405 | 49.67 | 149 | 0.5460 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5631 | 50.0 | 150 | 0.5419 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5631 | 50.33 | 151 | 0.5382 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5631 | 50.67 | 152 | 0.5337 | 0.6 | 0.5833 | 0.5833 | 0.5833 |
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- | 0.5631 | 51.0 | 153 | 0.5288 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5631 | 51.33 | 154 | 0.5239 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5534 | 51.67 | 155 | 0.5183 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5534 | 52.0 | 156 | 0.5129 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5534 | 52.33 | 157 | 0.5073 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5534 | 52.67 | 158 | 0.5014 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5534 | 53.0 | 159 | 0.4945 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5236 | 53.33 | 160 | 0.4874 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5236 | 53.67 | 161 | 0.4799 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5236 | 54.0 | 162 | 0.4725 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5236 | 54.33 | 163 | 0.4654 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5236 | 54.67 | 164 | 0.4571 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5296 | 55.0 | 165 | 0.4483 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5296 | 55.33 | 166 | 0.4412 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5296 | 55.67 | 167 | 0.4360 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5296 | 56.0 | 168 | 0.4297 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5296 | 56.33 | 169 | 0.4248 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.4985 | 56.67 | 170 | 0.4178 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.4985 | 57.0 | 171 | 0.4144 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.4985 | 57.33 | 172 | 0.4154 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.4985 | 57.67 | 173 | 0.4133 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.4985 | 58.0 | 174 | 0.4087 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5108 | 58.33 | 175 | 0.4004 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5108 | 58.67 | 176 | 0.3887 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5108 | 59.0 | 177 | 0.3822 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5108 | 59.33 | 178 | 0.3725 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5108 | 59.67 | 179 | 0.3624 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5022 | 60.0 | 180 | 0.3562 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5022 | 60.33 | 181 | 0.3491 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5022 | 60.67 | 182 | 0.3398 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5022 | 61.0 | 183 | 0.3347 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.5022 | 61.33 | 184 | 0.3332 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.506 | 61.67 | 185 | 0.3333 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.506 | 62.0 | 186 | 0.3301 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.506 | 62.33 | 187 | 0.3289 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.506 | 62.67 | 188 | 0.3237 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.506 | 63.0 | 189 | 0.3229 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.4052 | 63.33 | 190 | 0.3213 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.4052 | 63.67 | 191 | 0.3161 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.4052 | 64.0 | 192 | 0.3114 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.4052 | 64.33 | 193 | 0.3109 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.4052 | 64.67 | 194 | 0.3064 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.4512 | 65.0 | 195 | 0.3014 | 1.0 | 1.0 | 1.0 | 1.0 |
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- | 0.4512 | 65.33 | 196 | 0.2976 | 1.0 | 1.0 | 1.0 | 1.0 |
252
- | 0.4512 | 65.67 | 197 | 0.2905 | 1.0 | 1.0 | 1.0 | 1.0 |
253
- | 0.4512 | 66.0 | 198 | 0.2874 | 1.0 | 1.0 | 1.0 | 1.0 |
254
- | 0.4512 | 66.33 | 199 | 0.2849 | 1.0 | 1.0 | 1.0 | 1.0 |
255
- | 0.4385 | 66.67 | 200 | 0.2791 | 1.0 | 1.0 | 1.0 | 1.0 |
256
- | 0.4385 | 67.0 | 201 | 0.2720 | 1.0 | 1.0 | 1.0 | 1.0 |
257
- | 0.4385 | 67.33 | 202 | 0.2689 | 1.0 | 1.0 | 1.0 | 1.0 |
258
- | 0.4385 | 67.67 | 203 | 0.2678 | 1.0 | 1.0 | 1.0 | 1.0 |
259
- | 0.4385 | 68.0 | 204 | 0.2659 | 1.0 | 1.0 | 1.0 | 1.0 |
260
- | 0.4661 | 68.33 | 205 | 0.2678 | 1.0 | 1.0 | 1.0 | 1.0 |
261
- | 0.4661 | 68.67 | 206 | 0.2685 | 1.0 | 1.0 | 1.0 | 1.0 |
262
- | 0.4661 | 69.0 | 207 | 0.2654 | 1.0 | 1.0 | 1.0 | 1.0 |
263
- | 0.4661 | 69.33 | 208 | 0.2596 | 1.0 | 1.0 | 1.0 | 1.0 |
264
- | 0.4661 | 69.67 | 209 | 0.2583 | 1.0 | 1.0 | 1.0 | 1.0 |
265
- | 0.4283 | 70.0 | 210 | 0.2545 | 1.0 | 1.0 | 1.0 | 1.0 |
266
- | 0.4283 | 70.33 | 211 | 0.2540 | 1.0 | 1.0 | 1.0 | 1.0 |
267
- | 0.4283 | 70.67 | 212 | 0.2537 | 1.0 | 1.0 | 1.0 | 1.0 |
268
- | 0.4283 | 71.0 | 213 | 0.2558 | 1.0 | 1.0 | 1.0 | 1.0 |
269
- | 0.4283 | 71.33 | 214 | 0.2544 | 1.0 | 1.0 | 1.0 | 1.0 |
270
- | 0.4271 | 71.67 | 215 | 0.2498 | 1.0 | 1.0 | 1.0 | 1.0 |
271
- | 0.4271 | 72.0 | 216 | 0.2486 | 1.0 | 1.0 | 1.0 | 1.0 |
272
- | 0.4271 | 72.33 | 217 | 0.2510 | 1.0 | 1.0 | 1.0 | 1.0 |
273
- | 0.4271 | 72.67 | 218 | 0.2496 | 1.0 | 1.0 | 1.0 | 1.0 |
274
- | 0.4271 | 73.0 | 219 | 0.2514 | 1.0 | 1.0 | 1.0 | 1.0 |
275
- | 0.4331 | 73.33 | 220 | 0.2503 | 1.0 | 1.0 | 1.0 | 1.0 |
276
- | 0.4331 | 73.67 | 221 | 0.2493 | 1.0 | 1.0 | 1.0 | 1.0 |
277
- | 0.4331 | 74.0 | 222 | 0.2513 | 1.0 | 1.0 | 1.0 | 1.0 |
278
- | 0.4331 | 74.33 | 223 | 0.2498 | 1.0 | 1.0 | 1.0 | 1.0 |
279
- | 0.4331 | 74.67 | 224 | 0.2508 | 1.0 | 1.0 | 1.0 | 1.0 |
280
- | 0.4286 | 75.0 | 225 | 0.2490 | 1.0 | 1.0 | 1.0 | 1.0 |
281
- | 0.4286 | 75.33 | 226 | 0.2444 | 1.0 | 1.0 | 1.0 | 1.0 |
282
- | 0.4286 | 75.67 | 227 | 0.2430 | 1.0 | 1.0 | 1.0 | 1.0 |
283
- | 0.4286 | 76.0 | 228 | 0.2397 | 1.0 | 1.0 | 1.0 | 1.0 |
284
- | 0.4286 | 76.33 | 229 | 0.2342 | 1.0 | 1.0 | 1.0 | 1.0 |
285
- | 0.4215 | 76.67 | 230 | 0.2309 | 1.0 | 1.0 | 1.0 | 1.0 |
286
- | 0.4215 | 77.0 | 231 | 0.2281 | 1.0 | 1.0 | 1.0 | 1.0 |
287
- | 0.4215 | 77.33 | 232 | 0.2276 | 1.0 | 1.0 | 1.0 | 1.0 |
288
- | 0.4215 | 77.67 | 233 | 0.2257 | 1.0 | 1.0 | 1.0 | 1.0 |
289
- | 0.4215 | 78.0 | 234 | 0.2258 | 1.0 | 1.0 | 1.0 | 1.0 |
290
- | 0.3966 | 78.33 | 235 | 0.2240 | 1.0 | 1.0 | 1.0 | 1.0 |
291
- | 0.3966 | 78.67 | 236 | 0.2244 | 1.0 | 1.0 | 1.0 | 1.0 |
292
- | 0.3966 | 79.0 | 237 | 0.2239 | 1.0 | 1.0 | 1.0 | 1.0 |
293
- | 0.3966 | 79.33 | 238 | 0.2252 | 1.0 | 1.0 | 1.0 | 1.0 |
294
- | 0.3966 | 79.67 | 239 | 0.2255 | 1.0 | 1.0 | 1.0 | 1.0 |
295
- | 0.4422 | 80.0 | 240 | 0.2235 | 1.0 | 1.0 | 1.0 | 1.0 |
296
- | 0.4422 | 80.33 | 241 | 0.2215 | 1.0 | 1.0 | 1.0 | 1.0 |
297
- | 0.4422 | 80.67 | 242 | 0.2216 | 1.0 | 1.0 | 1.0 | 1.0 |
298
- | 0.4422 | 81.0 | 243 | 0.2200 | 1.0 | 1.0 | 1.0 | 1.0 |
299
- | 0.4422 | 81.33 | 244 | 0.2203 | 1.0 | 1.0 | 1.0 | 1.0 |
300
- | 0.4252 | 81.67 | 245 | 0.2218 | 1.0 | 1.0 | 1.0 | 1.0 |
301
- | 0.4252 | 82.0 | 246 | 0.2215 | 1.0 | 1.0 | 1.0 | 1.0 |
302
- | 0.4252 | 82.33 | 247 | 0.2230 | 1.0 | 1.0 | 1.0 | 1.0 |
303
- | 0.4252 | 82.67 | 248 | 0.2251 | 1.0 | 1.0 | 1.0 | 1.0 |
304
- | 0.4252 | 83.0 | 249 | 0.2252 | 1.0 | 1.0 | 1.0 | 1.0 |
305
- | 0.4064 | 83.33 | 250 | 0.2272 | 1.0 | 1.0 | 1.0 | 1.0 |
306
- | 0.4064 | 83.67 | 251 | 0.2272 | 1.0 | 1.0 | 1.0 | 1.0 |
307
- | 0.4064 | 84.0 | 252 | 0.2256 | 1.0 | 1.0 | 1.0 | 1.0 |
308
- | 0.4064 | 84.33 | 253 | 0.2232 | 1.0 | 1.0 | 1.0 | 1.0 |
309
- | 0.4064 | 84.67 | 254 | 0.2200 | 1.0 | 1.0 | 1.0 | 1.0 |
310
- | 0.4186 | 85.0 | 255 | 0.2173 | 1.0 | 1.0 | 1.0 | 1.0 |
311
- | 0.4186 | 85.33 | 256 | 0.2165 | 1.0 | 1.0 | 1.0 | 1.0 |
312
- | 0.4186 | 85.67 | 257 | 0.2154 | 1.0 | 1.0 | 1.0 | 1.0 |
313
- | 0.4186 | 86.0 | 258 | 0.2158 | 1.0 | 1.0 | 1.0 | 1.0 |
314
- | 0.4186 | 86.33 | 259 | 0.2176 | 1.0 | 1.0 | 1.0 | 1.0 |
315
- | 0.4128 | 86.67 | 260 | 0.2189 | 1.0 | 1.0 | 1.0 | 1.0 |
316
- | 0.4128 | 87.0 | 261 | 0.2185 | 1.0 | 1.0 | 1.0 | 1.0 |
317
- | 0.4128 | 87.33 | 262 | 0.2168 | 1.0 | 1.0 | 1.0 | 1.0 |
318
- | 0.4128 | 87.67 | 263 | 0.2166 | 1.0 | 1.0 | 1.0 | 1.0 |
319
- | 0.4128 | 88.0 | 264 | 0.2153 | 1.0 | 1.0 | 1.0 | 1.0 |
320
- | 0.4038 | 88.33 | 265 | 0.2129 | 1.0 | 1.0 | 1.0 | 1.0 |
321
- | 0.4038 | 88.67 | 266 | 0.2121 | 1.0 | 1.0 | 1.0 | 1.0 |
322
- | 0.4038 | 89.0 | 267 | 0.2105 | 1.0 | 1.0 | 1.0 | 1.0 |
323
- | 0.4038 | 89.33 | 268 | 0.2083 | 1.0 | 1.0 | 1.0 | 1.0 |
324
- | 0.4038 | 89.67 | 269 | 0.2070 | 1.0 | 1.0 | 1.0 | 1.0 |
325
- | 0.4019 | 90.0 | 270 | 0.2065 | 1.0 | 1.0 | 1.0 | 1.0 |
326
- | 0.4019 | 90.33 | 271 | 0.2069 | 1.0 | 1.0 | 1.0 | 1.0 |
327
- | 0.4019 | 90.67 | 272 | 0.2065 | 1.0 | 1.0 | 1.0 | 1.0 |
328
- | 0.4019 | 91.0 | 273 | 0.2070 | 1.0 | 1.0 | 1.0 | 1.0 |
329
- | 0.4019 | 91.33 | 274 | 0.2080 | 1.0 | 1.0 | 1.0 | 1.0 |
330
- | 0.3609 | 91.67 | 275 | 0.2097 | 1.0 | 1.0 | 1.0 | 1.0 |
331
- | 0.3609 | 92.0 | 276 | 0.2105 | 1.0 | 1.0 | 1.0 | 1.0 |
332
- | 0.3609 | 92.33 | 277 | 0.2119 | 1.0 | 1.0 | 1.0 | 1.0 |
333
- | 0.3609 | 92.67 | 278 | 0.2132 | 1.0 | 1.0 | 1.0 | 1.0 |
334
- | 0.3609 | 93.0 | 279 | 0.2136 | 1.0 | 1.0 | 1.0 | 1.0 |
335
- | 0.3402 | 93.33 | 280 | 0.2145 | 1.0 | 1.0 | 1.0 | 1.0 |
336
- | 0.3402 | 93.67 | 281 | 0.2154 | 1.0 | 1.0 | 1.0 | 1.0 |
337
- | 0.3402 | 94.0 | 282 | 0.2162 | 1.0 | 1.0 | 1.0 | 1.0 |
338
- | 0.3402 | 94.33 | 283 | 0.2176 | 1.0 | 1.0 | 1.0 | 1.0 |
339
- | 0.3402 | 94.67 | 284 | 0.2182 | 1.0 | 1.0 | 1.0 | 1.0 |
340
- | 0.4021 | 95.0 | 285 | 0.2181 | 1.0 | 1.0 | 1.0 | 1.0 |
341
- | 0.4021 | 95.33 | 286 | 0.2186 | 1.0 | 1.0 | 1.0 | 1.0 |
342
- | 0.4021 | 95.67 | 287 | 0.2195 | 1.0 | 1.0 | 1.0 | 1.0 |
343
- | 0.4021 | 96.0 | 288 | 0.2197 | 1.0 | 1.0 | 1.0 | 1.0 |
344
- | 0.4021 | 96.33 | 289 | 0.2204 | 1.0 | 1.0 | 1.0 | 1.0 |
345
- | 0.3955 | 96.67 | 290 | 0.2206 | 1.0 | 1.0 | 1.0 | 1.0 |
346
- | 0.3955 | 97.0 | 291 | 0.2206 | 1.0 | 1.0 | 1.0 | 1.0 |
347
- | 0.3955 | 97.33 | 292 | 0.2210 | 1.0 | 1.0 | 1.0 | 1.0 |
348
- | 0.3955 | 97.67 | 293 | 0.2215 | 1.0 | 1.0 | 1.0 | 1.0 |
349
- | 0.3955 | 98.0 | 294 | 0.2216 | 1.0 | 1.0 | 1.0 | 1.0 |
350
- | 0.3866 | 98.33 | 295 | 0.2214 | 1.0 | 1.0 | 1.0 | 1.0 |
351
- | 0.3866 | 98.67 | 296 | 0.2211 | 1.0 | 1.0 | 1.0 | 1.0 |
352
- | 0.3866 | 99.0 | 297 | 0.2210 | 1.0 | 1.0 | 1.0 | 1.0 |
353
- | 0.3866 | 99.33 | 298 | 0.2211 | 1.0 | 1.0 | 1.0 | 1.0 |
354
- | 0.3866 | 99.67 | 299 | 0.2211 | 1.0 | 1.0 | 1.0 | 1.0 |
355
- | 0.3785 | 100.0 | 300 | 0.2210 | 1.0 | 1.0 | 1.0 | 1.0 |
356
 
357
 
358
  ### Framework versions
 
18
 
19
  This model was trained from scratch on an unknown dataset.
20
  It achieves the following results on the evaluation set:
21
+ - Loss: 0.7569
22
+ - Accuracy: 0.4
23
+ - F1: 0.4
24
+ - Precision: 0.625
25
+ - Recall: 0.625
26
 
27
  ## Model description
28
 
 
53
 
54
  | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 | Precision | Recall |
55
  |:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
56
+ | No log | 0.33 | 1 | 0.6913 | 0.8 | 0.4444 | 0.4 | 0.5 |
57
+ | No log | 0.67 | 2 | 0.6867 | 0.8 | 0.4444 | 0.4 | 0.5 |
58
+ | No log | 1.0 | 3 | 0.6792 | 0.8 | 0.4444 | 0.4 | 0.5 |
59
+ | No log | 1.33 | 4 | 0.6714 | 0.8 | 0.4444 | 0.4 | 0.5 |
60
+ | 0.6918 | 1.67 | 5 | 0.6658 | 0.8 | 0.4444 | 0.4 | 0.5 |
61
+ | 0.6918 | 2.0 | 6 | 0.6597 | 0.8 | 0.4444 | 0.4 | 0.5 |
62
+ | 0.6918 | 2.33 | 7 | 0.6529 | 0.8 | 0.4444 | 0.4 | 0.5 |
63
+ | 0.6918 | 2.67 | 8 | 0.6485 | 0.8 | 0.4444 | 0.4 | 0.5 |
64
+ | 0.6918 | 3.0 | 9 | 0.6440 | 0.8 | 0.4444 | 0.4 | 0.5 |
65
+ | 0.685 | 3.33 | 10 | 0.6398 | 0.8 | 0.4444 | 0.4 | 0.5 |
66
+ | 0.685 | 3.67 | 11 | 0.6369 | 0.8 | 0.4444 | 0.4 | 0.5 |
67
+ | 0.685 | 4.0 | 12 | 0.6331 | 0.8 | 0.4444 | 0.4 | 0.5 |
68
+ | 0.685 | 4.33 | 13 | 0.6295 | 0.8 | 0.4444 | 0.4 | 0.5 |
69
+ | 0.685 | 4.67 | 14 | 0.6259 | 0.8 | 0.4444 | 0.4 | 0.5 |
70
+ | 0.6808 | 5.0 | 15 | 0.6230 | 0.8 | 0.4444 | 0.4 | 0.5 |
71
+ | 0.6808 | 5.33 | 16 | 0.6205 | 0.8 | 0.4444 | 0.4 | 0.5 |
72
+ | 0.6808 | 5.67 | 17 | 0.6178 | 0.8 | 0.4444 | 0.4 | 0.5 |
73
+ | 0.6808 | 6.0 | 18 | 0.6157 | 0.8 | 0.4444 | 0.4 | 0.5 |
74
+ | 0.6808 | 6.33 | 19 | 0.6132 | 0.8 | 0.4444 | 0.4 | 0.5 |
75
+ | 0.6719 | 6.67 | 20 | 0.6102 | 0.8 | 0.4444 | 0.4 | 0.5 |
76
+ | 0.6719 | 7.0 | 21 | 0.6092 | 0.8 | 0.4444 | 0.4 | 0.5 |
77
+ | 0.6719 | 7.33 | 22 | 0.6093 | 0.8 | 0.4444 | 0.4 | 0.5 |
78
+ | 0.6719 | 7.67 | 23 | 0.6083 | 0.8 | 0.4444 | 0.4 | 0.5 |
79
+ | 0.6719 | 8.0 | 24 | 0.6076 | 0.8 | 0.4444 | 0.4 | 0.5 |
80
+ | 0.7038 | 8.33 | 25 | 0.6076 | 0.8 | 0.4444 | 0.4 | 0.5 |
81
+ | 0.7038 | 8.67 | 26 | 0.6073 | 0.8 | 0.4444 | 0.4 | 0.5 |
82
+ | 0.7038 | 9.0 | 27 | 0.6068 | 0.8 | 0.4444 | 0.4 | 0.5 |
83
+ | 0.7038 | 9.33 | 28 | 0.6073 | 0.8 | 0.4444 | 0.4 | 0.5 |
84
+ | 0.7038 | 9.67 | 29 | 0.6067 | 0.8 | 0.4444 | 0.4 | 0.5 |
85
+ | 0.6746 | 10.0 | 30 | 0.6063 | 0.8 | 0.4444 | 0.4 | 0.5 |
86
+ | 0.6746 | 10.33 | 31 | 0.6072 | 0.8 | 0.4444 | 0.4 | 0.5 |
87
+ | 0.6746 | 10.67 | 32 | 0.6077 | 0.8 | 0.4444 | 0.4 | 0.5 |
88
+ | 0.6746 | 11.0 | 33 | 0.6070 | 0.8 | 0.4444 | 0.4 | 0.5 |
89
+ | 0.6746 | 11.33 | 34 | 0.6066 | 0.8 | 0.4444 | 0.4 | 0.5 |
90
+ | 0.6942 | 11.67 | 35 | 0.6073 | 0.8 | 0.4444 | 0.4 | 0.5 |
91
+ | 0.6942 | 12.0 | 36 | 0.6068 | 0.8 | 0.4444 | 0.4 | 0.5 |
92
+ | 0.6942 | 12.33 | 37 | 0.6058 | 0.8 | 0.4444 | 0.4 | 0.5 |
93
+ | 0.6942 | 12.67 | 38 | 0.6051 | 0.8 | 0.4444 | 0.4 | 0.5 |
94
+ | 0.6942 | 13.0 | 39 | 0.6050 | 0.8 | 0.4444 | 0.4 | 0.5 |
95
+ | 0.661 | 13.33 | 40 | 0.6047 | 0.8 | 0.4444 | 0.4 | 0.5 |
96
+ | 0.661 | 13.67 | 41 | 0.6043 | 0.8 | 0.4444 | 0.4 | 0.5 |
97
+ | 0.661 | 14.0 | 42 | 0.6045 | 0.8 | 0.4444 | 0.4 | 0.5 |
98
+ | 0.661 | 14.33 | 43 | 0.6045 | 0.8 | 0.4444 | 0.4 | 0.5 |
99
+ | 0.661 | 14.67 | 44 | 0.6044 | 0.8 | 0.4444 | 0.4 | 0.5 |
100
+ | 0.6879 | 15.0 | 45 | 0.6049 | 0.8 | 0.4444 | 0.4 | 0.5 |
101
+ | 0.6879 | 15.33 | 46 | 0.6045 | 0.8 | 0.4444 | 0.4 | 0.5 |
102
+ | 0.6879 | 15.67 | 47 | 0.6044 | 0.8 | 0.4444 | 0.4 | 0.5 |
103
+ | 0.6879 | 16.0 | 48 | 0.6052 | 0.8 | 0.4444 | 0.4 | 0.5 |
104
+ | 0.6879 | 16.33 | 49 | 0.6054 | 0.8 | 0.4444 | 0.4 | 0.5 |
105
+ | 0.6766 | 16.67 | 50 | 0.6058 | 0.8 | 0.4444 | 0.4 | 0.5 |
106
+ | 0.6766 | 17.0 | 51 | 0.6066 | 0.8 | 0.4444 | 0.4 | 0.5 |
107
+ | 0.6766 | 17.33 | 52 | 0.6082 | 0.8 | 0.4444 | 0.4 | 0.5 |
108
+ | 0.6766 | 17.67 | 53 | 0.6095 | 0.8 | 0.4444 | 0.4 | 0.5 |
109
+ | 0.6766 | 18.0 | 54 | 0.6097 | 0.8 | 0.4444 | 0.4 | 0.5 |
110
+ | 0.691 | 18.33 | 55 | 0.6103 | 0.8 | 0.4444 | 0.4 | 0.5 |
111
+ | 0.691 | 18.67 | 56 | 0.6103 | 0.8 | 0.4444 | 0.4 | 0.5 |
112
+ | 0.691 | 19.0 | 57 | 0.6105 | 0.8 | 0.4444 | 0.4 | 0.5 |
113
+ | 0.691 | 19.33 | 58 | 0.6108 | 0.8 | 0.4444 | 0.4 | 0.5 |
114
+ | 0.691 | 19.67 | 59 | 0.6114 | 0.8 | 0.4444 | 0.4 | 0.5 |
115
+ | 0.6759 | 20.0 | 60 | 0.6114 | 0.8 | 0.4444 | 0.4 | 0.5 |
116
+ | 0.6759 | 20.33 | 61 | 0.6115 | 0.8 | 0.4444 | 0.4 | 0.5 |
117
+ | 0.6759 | 20.67 | 62 | 0.6110 | 0.8 | 0.4444 | 0.4 | 0.5 |
118
+ | 0.6759 | 21.0 | 63 | 0.6113 | 0.8 | 0.4444 | 0.4 | 0.5 |
119
+ | 0.6759 | 21.33 | 64 | 0.6116 | 0.8 | 0.4444 | 0.4 | 0.5 |
120
+ | 0.6768 | 21.67 | 65 | 0.6113 | 0.8 | 0.4444 | 0.4 | 0.5 |
121
+ | 0.6768 | 22.0 | 66 | 0.6117 | 0.8 | 0.4444 | 0.4 | 0.5 |
122
+ | 0.6768 | 22.33 | 67 | 0.6123 | 0.8 | 0.4444 | 0.4 | 0.5 |
123
+ | 0.6768 | 22.67 | 68 | 0.6130 | 0.8 | 0.4444 | 0.4 | 0.5 |
124
+ | 0.6768 | 23.0 | 69 | 0.6130 | 0.8 | 0.4444 | 0.4 | 0.5 |
125
+ | 0.6796 | 23.33 | 70 | 0.6124 | 0.8 | 0.4444 | 0.4 | 0.5 |
126
+ | 0.6796 | 23.67 | 71 | 0.6117 | 0.8 | 0.4444 | 0.4 | 0.5 |
127
+ | 0.6796 | 24.0 | 72 | 0.6120 | 0.8 | 0.4444 | 0.4 | 0.5 |
128
+ | 0.6796 | 24.33 | 73 | 0.6120 | 0.8 | 0.4444 | 0.4 | 0.5 |
129
+ | 0.6796 | 24.67 | 74 | 0.6128 | 0.8 | 0.4444 | 0.4 | 0.5 |
130
+ | 0.6877 | 25.0 | 75 | 0.6129 | 0.8 | 0.4444 | 0.4 | 0.5 |
131
+ | 0.6877 | 25.33 | 76 | 0.6138 | 0.8 | 0.4444 | 0.4 | 0.5 |
132
+ | 0.6877 | 25.67 | 77 | 0.6148 | 0.8 | 0.4444 | 0.4 | 0.5 |
133
+ | 0.6877 | 26.0 | 78 | 0.6147 | 0.8 | 0.4444 | 0.4 | 0.5 |
134
+ | 0.6877 | 26.33 | 79 | 0.6147 | 0.8 | 0.4444 | 0.4 | 0.5 |
135
+ | 0.6733 | 26.67 | 80 | 0.6141 | 0.8 | 0.4444 | 0.4 | 0.5 |
136
+ | 0.6733 | 27.0 | 81 | 0.6142 | 0.8 | 0.4444 | 0.4 | 0.5 |
137
+ | 0.6733 | 27.33 | 82 | 0.6140 | 0.8 | 0.4444 | 0.4 | 0.5 |
138
+ | 0.6733 | 27.67 | 83 | 0.6146 | 0.8 | 0.4444 | 0.4 | 0.5 |
139
+ | 0.6733 | 28.0 | 84 | 0.6146 | 0.8 | 0.4444 | 0.4 | 0.5 |
140
+ | 0.6944 | 28.33 | 85 | 0.6154 | 0.8 | 0.4444 | 0.4 | 0.5 |
141
+ | 0.6944 | 28.67 | 86 | 0.6155 | 0.8 | 0.4444 | 0.4 | 0.5 |
142
+ | 0.6944 | 29.0 | 87 | 0.6153 | 0.8 | 0.4444 | 0.4 | 0.5 |
143
+ | 0.6944 | 29.33 | 88 | 0.6145 | 0.8 | 0.4444 | 0.4 | 0.5 |
144
+ | 0.6944 | 29.67 | 89 | 0.6149 | 0.8 | 0.4444 | 0.4 | 0.5 |
145
+ | 0.6702 | 30.0 | 90 | 0.6147 | 0.8 | 0.4444 | 0.4 | 0.5 |
146
+ | 0.6702 | 30.33 | 91 | 0.6142 | 0.8 | 0.4444 | 0.4 | 0.5 |
147
+ | 0.6702 | 30.67 | 92 | 0.6136 | 0.8 | 0.4444 | 0.4 | 0.5 |
148
+ | 0.6702 | 31.0 | 93 | 0.6137 | 0.8 | 0.4444 | 0.4 | 0.5 |
149
+ | 0.6702 | 31.33 | 94 | 0.6146 | 0.8 | 0.4444 | 0.4 | 0.5 |
150
+ | 0.682 | 31.67 | 95 | 0.6147 | 0.8 | 0.4444 | 0.4 | 0.5 |
151
+ | 0.682 | 32.0 | 96 | 0.6147 | 0.8 | 0.4444 | 0.4 | 0.5 |
152
+ | 0.682 | 32.33 | 97 | 0.6143 | 0.8 | 0.4444 | 0.4 | 0.5 |
153
+ | 0.682 | 32.67 | 98 | 0.6145 | 0.8 | 0.4444 | 0.4 | 0.5 |
154
+ | 0.682 | 33.0 | 99 | 0.6144 | 0.8 | 0.4444 | 0.4 | 0.5 |
155
+ | 0.6794 | 33.33 | 100 | 0.6144 | 0.8 | 0.4444 | 0.4 | 0.5 |
156
+ | 0.6794 | 33.67 | 101 | 0.6142 | 0.8 | 0.4444 | 0.4 | 0.5 |
157
+ | 0.6794 | 34.0 | 102 | 0.6143 | 0.8 | 0.4444 | 0.4 | 0.5 |
158
+ | 0.6794 | 34.33 | 103 | 0.6145 | 0.8 | 0.4444 | 0.4 | 0.5 |
159
+ | 0.6794 | 34.67 | 104 | 0.6147 | 0.8 | 0.4444 | 0.4 | 0.5 |
160
+ | 0.6773 | 35.0 | 105 | 0.6148 | 0.8 | 0.4444 | 0.4 | 0.5 |
161
+ | 0.6773 | 35.33 | 106 | 0.6150 | 0.8 | 0.4444 | 0.4 | 0.5 |
162
+ | 0.6773 | 35.67 | 107 | 0.6163 | 0.8 | 0.4444 | 0.4 | 0.5 |
163
+ | 0.6773 | 36.0 | 108 | 0.6164 | 0.8 | 0.4444 | 0.4 | 0.5 |
164
+ | 0.6773 | 36.33 | 109 | 0.6166 | 0.8 | 0.4444 | 0.4 | 0.5 |
165
+ | 0.6741 | 36.67 | 110 | 0.6164 | 0.8 | 0.4444 | 0.4 | 0.5 |
166
+ | 0.6741 | 37.0 | 111 | 0.6164 | 0.8 | 0.4444 | 0.4 | 0.5 |
167
+ | 0.6741 | 37.33 | 112 | 0.6166 | 0.8 | 0.4444 | 0.4 | 0.5 |
168
+ | 0.6741 | 37.67 | 113 | 0.6165 | 0.8 | 0.4444 | 0.4 | 0.5 |
169
+ | 0.6741 | 38.0 | 114 | 0.6167 | 0.8 | 0.4444 | 0.4 | 0.5 |
170
+ | 0.684 | 38.33 | 115 | 0.6175 | 0.8 | 0.4444 | 0.4 | 0.5 |
171
+ | 0.684 | 38.67 | 116 | 0.6179 | 0.8 | 0.4444 | 0.4 | 0.5 |
172
+ | 0.684 | 39.0 | 117 | 0.6180 | 0.8 | 0.4444 | 0.4 | 0.5 |
173
+ | 0.684 | 39.33 | 118 | 0.6175 | 0.8 | 0.4444 | 0.4 | 0.5 |
174
+ | 0.684 | 39.67 | 119 | 0.6172 | 0.8 | 0.4444 | 0.4 | 0.5 |
175
+ | 0.6723 | 40.0 | 120 | 0.6179 | 0.8 | 0.4444 | 0.4 | 0.5 |
176
+ | 0.6723 | 40.33 | 121 | 0.6182 | 0.8 | 0.4444 | 0.4 | 0.5 |
177
+ | 0.6723 | 40.67 | 122 | 0.6187 | 0.8 | 0.4444 | 0.4 | 0.5 |
178
+ | 0.6723 | 41.0 | 123 | 0.6195 | 0.8 | 0.4444 | 0.4 | 0.5 |
179
+ | 0.6723 | 41.33 | 124 | 0.6205 | 0.8 | 0.4444 | 0.4 | 0.5 |
180
+ | 0.6877 | 41.67 | 125 | 0.6228 | 0.8 | 0.4444 | 0.4 | 0.5 |
181
+ | 0.6877 | 42.0 | 126 | 0.6235 | 0.8 | 0.4444 | 0.4 | 0.5 |
182
+ | 0.6877 | 42.33 | 127 | 0.6238 | 0.8 | 0.4444 | 0.4 | 0.5 |
183
+ | 0.6877 | 42.67 | 128 | 0.6240 | 0.8 | 0.4444 | 0.4 | 0.5 |
184
+ | 0.6877 | 43.0 | 129 | 0.6254 | 0.8 | 0.4444 | 0.4 | 0.5 |
185
+ | 0.6698 | 43.33 | 130 | 0.6270 | 0.8 | 0.4444 | 0.4 | 0.5 |
186
+ | 0.6698 | 43.67 | 131 | 0.6289 | 0.8 | 0.4444 | 0.4 | 0.5 |
187
+ | 0.6698 | 44.0 | 132 | 0.6307 | 0.8 | 0.4444 | 0.4 | 0.5 |
188
+ | 0.6698 | 44.33 | 133 | 0.6337 | 0.8 | 0.4444 | 0.4 | 0.5 |
189
+ | 0.6698 | 44.67 | 134 | 0.6343 | 0.8 | 0.4444 | 0.4 | 0.5 |
190
+ | 0.6681 | 45.0 | 135 | 0.6369 | 0.8 | 0.4444 | 0.4 | 0.5 |
191
+ | 0.6681 | 45.33 | 136 | 0.6400 | 0.8 | 0.4444 | 0.4 | 0.5 |
192
+ | 0.6681 | 45.67 | 137 | 0.6434 | 0.8 | 0.4444 | 0.4 | 0.5 |
193
+ | 0.6681 | 46.0 | 138 | 0.6458 | 0.8 | 0.4444 | 0.4 | 0.5 |
194
+ | 0.6681 | 46.33 | 139 | 0.6468 | 0.8 | 0.4444 | 0.4 | 0.5 |
195
+ | 0.667 | 46.67 | 140 | 0.6492 | 0.8 | 0.4444 | 0.4 | 0.5 |
196
+ | 0.667 | 47.0 | 141 | 0.6523 | 0.8 | 0.4444 | 0.4 | 0.5 |
197
+ | 0.667 | 47.33 | 142 | 0.6583 | 0.8 | 0.4444 | 0.4 | 0.5 |
198
+ | 0.667 | 47.67 | 143 | 0.6612 | 0.8 | 0.4444 | 0.4 | 0.5 |
199
+ | 0.667 | 48.0 | 144 | 0.6679 | 0.8 | 0.4444 | 0.4 | 0.5 |
200
+ | 0.6618 | 48.33 | 145 | 0.6742 | 0.8 | 0.4444 | 0.4 | 0.5 |
201
+ | 0.6618 | 48.67 | 146 | 0.6781 | 0.8 | 0.4444 | 0.4 | 0.5 |
202
+ | 0.6618 | 49.0 | 147 | 0.6852 | 0.8 | 0.4444 | 0.4 | 0.5 |
203
+ | 0.6618 | 49.33 | 148 | 0.6896 | 0.8 | 0.4444 | 0.4 | 0.5 |
204
+ | 0.6618 | 49.67 | 149 | 0.6971 | 0.2 | 0.1667 | 0.1 | 0.5 |
205
+ | 0.6611 | 50.0 | 150 | 0.7019 | 0.2 | 0.1667 | 0.1 | 0.5 |
206
+ | 0.6611 | 50.33 | 151 | 0.7118 | 0.2 | 0.1667 | 0.1 | 0.5 |
207
+ | 0.6611 | 50.67 | 152 | 0.7170 | 0.2 | 0.1667 | 0.1 | 0.5 |
208
+ | 0.6611 | 51.0 | 153 | 0.7179 | 0.2 | 0.1667 | 0.1 | 0.5 |
209
+ | 0.6611 | 51.33 | 154 | 0.7217 | 0.2 | 0.1667 | 0.1 | 0.5 |
210
+ | 0.6516 | 51.67 | 155 | 0.7235 | 0.2 | 0.1667 | 0.1 | 0.5 |
211
+ | 0.6516 | 52.0 | 156 | 0.7217 | 0.2 | 0.1667 | 0.1 | 0.5 |
212
+ | 0.6516 | 52.33 | 157 | 0.7202 | 0.2 | 0.1667 | 0.1 | 0.5 |
213
+ | 0.6516 | 52.67 | 158 | 0.7177 | 0.2 | 0.1667 | 0.1 | 0.5 |
214
+ | 0.6516 | 53.0 | 159 | 0.7185 | 0.2 | 0.1667 | 0.1 | 0.5 |
215
+ | 0.6358 | 53.33 | 160 | 0.7179 | 0.2 | 0.1667 | 0.1 | 0.5 |
216
+ | 0.6358 | 53.67 | 161 | 0.7165 | 0.2 | 0.1667 | 0.1 | 0.5 |
217
+ | 0.6358 | 54.0 | 162 | 0.7207 | 0.2 | 0.1667 | 0.1 | 0.5 |
218
+ | 0.6358 | 54.33 | 163 | 0.7256 | 0.2 | 0.1667 | 0.1 | 0.5 |
219
+ | 0.6358 | 54.67 | 164 | 0.7297 | 0.2 | 0.1667 | 0.1 | 0.5 |
220
+ | 0.6295 | 55.0 | 165 | 0.7336 | 0.2 | 0.1667 | 0.1 | 0.5 |
221
+ | 0.6295 | 55.33 | 166 | 0.7434 | 0.2 | 0.1667 | 0.1 | 0.5 |
222
+ | 0.6295 | 55.67 | 167 | 0.7461 | 0.2 | 0.1667 | 0.1 | 0.5 |
223
+ | 0.6295 | 56.0 | 168 | 0.7472 | 0.2 | 0.1667 | 0.1 | 0.5 |
224
+ | 0.6295 | 56.33 | 169 | 0.7446 | 0.2 | 0.1667 | 0.1 | 0.5 |
225
+ | 0.6182 | 56.67 | 170 | 0.7411 | 0.2 | 0.1667 | 0.1 | 0.5 |
226
+ | 0.6182 | 57.0 | 171 | 0.7421 | 0.2 | 0.1667 | 0.1 | 0.5 |
227
+ | 0.6182 | 57.33 | 172 | 0.7470 | 0.2 | 0.1667 | 0.1 | 0.5 |
228
+ | 0.6182 | 57.67 | 173 | 0.7480 | 0.2 | 0.1667 | 0.1 | 0.5 |
229
+ | 0.6182 | 58.0 | 174 | 0.7504 | 0.2 | 0.1667 | 0.1 | 0.5 |
230
+ | 0.6169 | 58.33 | 175 | 0.7498 | 0.2 | 0.1667 | 0.1 | 0.5 |
231
+ | 0.6169 | 58.67 | 176 | 0.7548 | 0.2 | 0.1667 | 0.1 | 0.5 |
232
+ | 0.6169 | 59.0 | 177 | 0.7550 | 0.2 | 0.1667 | 0.1 | 0.5 |
233
+ | 0.6169 | 59.33 | 178 | 0.7544 | 0.2 | 0.1667 | 0.1 | 0.5 |
234
+ | 0.6169 | 59.67 | 179 | 0.7544 | 0.2 | 0.1667 | 0.1 | 0.5 |
235
+ | 0.6146 | 60.0 | 180 | 0.7587 | 0.2 | 0.1667 | 0.1 | 0.5 |
236
+ | 0.6146 | 60.33 | 181 | 0.7656 | 0.2 | 0.1667 | 0.1 | 0.5 |
237
+ | 0.6146 | 60.67 | 182 | 0.7764 | 0.2 | 0.1667 | 0.1 | 0.5 |
238
+ | 0.6146 | 61.0 | 183 | 0.7805 | 0.2 | 0.1667 | 0.1 | 0.5 |
239
+ | 0.6146 | 61.33 | 184 | 0.7861 | 0.2 | 0.1667 | 0.1 | 0.5 |
240
+ | 0.6133 | 61.67 | 185 | 0.7938 | 0.2 | 0.1667 | 0.1 | 0.5 |
241
+ | 0.6133 | 62.0 | 186 | 0.7960 | 0.2 | 0.1667 | 0.1 | 0.5 |
242
+ | 0.6133 | 62.33 | 187 | 0.7994 | 0.2 | 0.1667 | 0.1 | 0.5 |
243
+ | 0.6133 | 62.67 | 188 | 0.8011 | 0.2 | 0.1667 | 0.1 | 0.5 |
244
+ | 0.6133 | 63.0 | 189 | 0.7986 | 0.2 | 0.1667 | 0.1 | 0.5 |
245
+ | 0.5957 | 63.33 | 190 | 0.7995 | 0.2 | 0.1667 | 0.1 | 0.5 |
246
+ | 0.5957 | 63.67 | 191 | 0.7967 | 0.2 | 0.1667 | 0.1 | 0.5 |
247
+ | 0.5957 | 64.0 | 192 | 0.7897 | 0.2 | 0.1667 | 0.1 | 0.5 |
248
+ | 0.5957 | 64.33 | 193 | 0.7878 | 0.2 | 0.1667 | 0.1 | 0.5 |
249
+ | 0.5957 | 64.67 | 194 | 0.7830 | 0.2 | 0.1667 | 0.1 | 0.5 |
250
+ | 0.6276 | 65.0 | 195 | 0.7744 | 0.2 | 0.1667 | 0.1 | 0.5 |
251
+ | 0.6276 | 65.33 | 196 | 0.7713 | 0.2 | 0.1667 | 0.1 | 0.5 |
252
+ | 0.6276 | 65.67 | 197 | 0.7645 | 0.2 | 0.1667 | 0.1 | 0.5 |
253
+ | 0.6276 | 66.0 | 198 | 0.7542 | 0.2 | 0.1667 | 0.1 | 0.5 |
254
+ | 0.6276 | 66.33 | 199 | 0.7457 | 0.2 | 0.1667 | 0.1 | 0.5 |
255
+ | 0.5971 | 66.67 | 200 | 0.7409 | 0.2 | 0.1667 | 0.1 | 0.5 |
256
+ | 0.5971 | 67.0 | 201 | 0.7327 | 0.2 | 0.1667 | 0.1 | 0.5 |
257
+ | 0.5971 | 67.33 | 202 | 0.7211 | 0.2 | 0.1667 | 0.1 | 0.5 |
258
+ | 0.5971 | 67.67 | 203 | 0.7144 | 0.2 | 0.1667 | 0.1 | 0.5 |
259
+ | 0.5971 | 68.0 | 204 | 0.7128 | 0.2 | 0.1667 | 0.1 | 0.5 |
260
+ | 0.6056 | 68.33 | 205 | 0.7151 | 0.2 | 0.1667 | 0.1 | 0.5 |
261
+ | 0.6056 | 68.67 | 206 | 0.7161 | 0.2 | 0.1667 | 0.1 | 0.5 |
262
+ | 0.6056 | 69.0 | 207 | 0.7132 | 0.4 | 0.4 | 0.625 | 0.625 |
263
+ | 0.6056 | 69.33 | 208 | 0.7126 | 0.4 | 0.4 | 0.625 | 0.625 |
264
+ | 0.6056 | 69.67 | 209 | 0.7158 | 0.4 | 0.4 | 0.625 | 0.625 |
265
+ | 0.59 | 70.0 | 210 | 0.7151 | 0.4 | 0.4 | 0.625 | 0.625 |
266
+ | 0.59 | 70.33 | 211 | 0.7183 | 0.2 | 0.1667 | 0.1 | 0.5 |
267
+ | 0.59 | 70.67 | 212 | 0.7205 | 0.2 | 0.1667 | 0.1 | 0.5 |
268
+ | 0.59 | 71.0 | 213 | 0.7192 | 0.4 | 0.4 | 0.625 | 0.625 |
269
+ | 0.59 | 71.33 | 214 | 0.7219 | 0.2 | 0.1667 | 0.1 | 0.5 |
270
+ | 0.6029 | 71.67 | 215 | 0.7269 | 0.2 | 0.1667 | 0.1 | 0.5 |
271
+ | 0.6029 | 72.0 | 216 | 0.7280 | 0.2 | 0.1667 | 0.1 | 0.5 |
272
+ | 0.6029 | 72.33 | 217 | 0.7269 | 0.2 | 0.1667 | 0.1 | 0.5 |
273
+ | 0.6029 | 72.67 | 218 | 0.7251 | 0.2 | 0.1667 | 0.1 | 0.5 |
274
+ | 0.6029 | 73.0 | 219 | 0.7269 | 0.2 | 0.1667 | 0.1 | 0.5 |
275
+ | 0.5955 | 73.33 | 220 | 0.7311 | 0.2 | 0.1667 | 0.1 | 0.5 |
276
+ | 0.5955 | 73.67 | 221 | 0.7313 | 0.2 | 0.1667 | 0.1 | 0.5 |
277
+ | 0.5955 | 74.0 | 222 | 0.7350 | 0.2 | 0.1667 | 0.1 | 0.5 |
278
+ | 0.5955 | 74.33 | 223 | 0.7417 | 0.2 | 0.1667 | 0.1 | 0.5 |
279
+ | 0.5955 | 74.67 | 224 | 0.7507 | 0.2 | 0.1667 | 0.1 | 0.5 |
280
+ | 0.5958 | 75.0 | 225 | 0.7554 | 0.2 | 0.1667 | 0.1 | 0.5 |
281
+ | 0.5958 | 75.33 | 226 | 0.7612 | 0.2 | 0.1667 | 0.1 | 0.5 |
282
+ | 0.5958 | 75.67 | 227 | 0.7662 | 0.2 | 0.1667 | 0.1 | 0.5 |
283
+ | 0.5958 | 76.0 | 228 | 0.7698 | 0.2 | 0.1667 | 0.1 | 0.5 |
284
+ | 0.5958 | 76.33 | 229 | 0.7701 | 0.2 | 0.1667 | 0.1 | 0.5 |
285
+ | 0.5857 | 76.67 | 230 | 0.7687 | 0.2 | 0.1667 | 0.1 | 0.5 |
286
+ | 0.5857 | 77.0 | 231 | 0.7699 | 0.2 | 0.1667 | 0.1 | 0.5 |
287
+ | 0.5857 | 77.33 | 232 | 0.7739 | 0.2 | 0.1667 | 0.1 | 0.5 |
288
+ | 0.5857 | 77.67 | 233 | 0.7747 | 0.2 | 0.1667 | 0.1 | 0.5 |
289
+ | 0.5857 | 78.0 | 234 | 0.7752 | 0.2 | 0.1667 | 0.1 | 0.5 |
290
+ | 0.5869 | 78.33 | 235 | 0.7728 | 0.2 | 0.1667 | 0.1 | 0.5 |
291
+ | 0.5869 | 78.67 | 236 | 0.7735 | 0.2 | 0.1667 | 0.1 | 0.5 |
292
+ | 0.5869 | 79.0 | 237 | 0.7748 | 0.2 | 0.1667 | 0.1 | 0.5 |
293
+ | 0.5869 | 79.33 | 238 | 0.7786 | 0.2 | 0.1667 | 0.1 | 0.5 |
294
+ | 0.5869 | 79.67 | 239 | 0.7795 | 0.2 | 0.1667 | 0.1 | 0.5 |
295
+ | 0.5839 | 80.0 | 240 | 0.7808 | 0.2 | 0.1667 | 0.1 | 0.5 |
296
+ | 0.5839 | 80.33 | 241 | 0.7836 | 0.2 | 0.1667 | 0.1 | 0.5 |
297
+ | 0.5839 | 80.67 | 242 | 0.7859 | 0.2 | 0.1667 | 0.1 | 0.5 |
298
+ | 0.5839 | 81.0 | 243 | 0.7856 | 0.2 | 0.1667 | 0.1 | 0.5 |
299
+ | 0.5839 | 81.33 | 244 | 0.7836 | 0.2 | 0.1667 | 0.1 | 0.5 |
300
+ | 0.5806 | 81.67 | 245 | 0.7840 | 0.2 | 0.1667 | 0.1 | 0.5 |
301
+ | 0.5806 | 82.0 | 246 | 0.7821 | 0.2 | 0.1667 | 0.1 | 0.5 |
302
+ | 0.5806 | 82.33 | 247 | 0.7825 | 0.2 | 0.1667 | 0.1 | 0.5 |
303
+ | 0.5806 | 82.67 | 248 | 0.7837 | 0.2 | 0.1667 | 0.1 | 0.5 |
304
+ | 0.5806 | 83.0 | 249 | 0.7824 | 0.2 | 0.1667 | 0.1 | 0.5 |
305
+ | 0.5889 | 83.33 | 250 | 0.7799 | 0.2 | 0.1667 | 0.1 | 0.5 |
306
+ | 0.5889 | 83.67 | 251 | 0.7756 | 0.2 | 0.1667 | 0.1 | 0.5 |
307
+ | 0.5889 | 84.0 | 252 | 0.7739 | 0.2 | 0.1667 | 0.1 | 0.5 |
308
+ | 0.5889 | 84.33 | 253 | 0.7744 | 0.2 | 0.1667 | 0.1 | 0.5 |
309
+ | 0.5889 | 84.67 | 254 | 0.7732 | 0.2 | 0.1667 | 0.1 | 0.5 |
310
+ | 0.5746 | 85.0 | 255 | 0.7702 | 0.2 | 0.1667 | 0.1 | 0.5 |
311
+ | 0.5746 | 85.33 | 256 | 0.7656 | 0.2 | 0.1667 | 0.1 | 0.5 |
312
+ | 0.5746 | 85.67 | 257 | 0.7634 | 0.2 | 0.1667 | 0.1 | 0.5 |
313
+ | 0.5746 | 86.0 | 258 | 0.7635 | 0.2 | 0.1667 | 0.1 | 0.5 |
314
+ | 0.5746 | 86.33 | 259 | 0.7618 | 0.2 | 0.1667 | 0.1 | 0.5 |
315
+ | 0.6002 | 86.67 | 260 | 0.7619 | 0.2 | 0.1667 | 0.1 | 0.5 |
316
+ | 0.6002 | 87.0 | 261 | 0.7617 | 0.2 | 0.1667 | 0.1 | 0.5 |
317
+ | 0.6002 | 87.33 | 262 | 0.7598 | 0.2 | 0.1667 | 0.1 | 0.5 |
318
+ | 0.6002 | 87.67 | 263 | 0.7599 | 0.2 | 0.1667 | 0.1 | 0.5 |
319
+ | 0.6002 | 88.0 | 264 | 0.7585 | 0.2 | 0.1667 | 0.1 | 0.5 |
320
+ | 0.569 | 88.33 | 265 | 0.7557 | 0.2 | 0.1667 | 0.1 | 0.5 |
321
+ | 0.569 | 88.67 | 266 | 0.7533 | 0.2 | 0.1667 | 0.1 | 0.5 |
322
+ | 0.569 | 89.0 | 267 | 0.7526 | 0.4 | 0.4 | 0.625 | 0.625 |
323
+ | 0.569 | 89.33 | 268 | 0.7531 | 0.4 | 0.4 | 0.625 | 0.625 |
324
+ | 0.569 | 89.67 | 269 | 0.7548 | 0.2 | 0.1667 | 0.1 | 0.5 |
325
+ | 0.5593 | 90.0 | 270 | 0.7550 | 0.2 | 0.1667 | 0.1 | 0.5 |
326
+ | 0.5593 | 90.33 | 271 | 0.7539 | 0.4 | 0.4 | 0.625 | 0.625 |
327
+ | 0.5593 | 90.67 | 272 | 0.7541 | 0.4 | 0.4 | 0.625 | 0.625 |
328
+ | 0.5593 | 91.0 | 273 | 0.7550 | 0.4 | 0.4 | 0.625 | 0.625 |
329
+ | 0.5593 | 91.33 | 274 | 0.7565 | 0.2 | 0.1667 | 0.1 | 0.5 |
330
+ | 0.5702 | 91.67 | 275 | 0.7567 | 0.4 | 0.4 | 0.625 | 0.625 |
331
+ | 0.5702 | 92.0 | 276 | 0.7579 | 0.2 | 0.1667 | 0.1 | 0.5 |
332
+ | 0.5702 | 92.33 | 277 | 0.7580 | 0.2 | 0.1667 | 0.1 | 0.5 |
333
+ | 0.5702 | 92.67 | 278 | 0.7590 | 0.2 | 0.1667 | 0.1 | 0.5 |
334
+ | 0.5702 | 93.0 | 279 | 0.7592 | 0.2 | 0.1667 | 0.1 | 0.5 |
335
+ | 0.5735 | 93.33 | 280 | 0.7598 | 0.2 | 0.1667 | 0.1 | 0.5 |
336
+ | 0.5735 | 93.67 | 281 | 0.7598 | 0.2 | 0.1667 | 0.1 | 0.5 |
337
+ | 0.5735 | 94.0 | 282 | 0.7599 | 0.2 | 0.1667 | 0.1 | 0.5 |
338
+ | 0.5735 | 94.33 | 283 | 0.7593 | 0.4 | 0.4 | 0.625 | 0.625 |
339
+ | 0.5735 | 94.67 | 284 | 0.7595 | 0.4 | 0.4 | 0.625 | 0.625 |
340
+ | 0.5795 | 95.0 | 285 | 0.7594 | 0.4 | 0.4 | 0.625 | 0.625 |
341
+ | 0.5795 | 95.33 | 286 | 0.7588 | 0.4 | 0.4 | 0.625 | 0.625 |
342
+ | 0.5795 | 95.67 | 287 | 0.7577 | 0.4 | 0.4 | 0.625 | 0.625 |
343
+ | 0.5795 | 96.0 | 288 | 0.7574 | 0.4 | 0.4 | 0.625 | 0.625 |
344
+ | 0.5795 | 96.33 | 289 | 0.7566 | 0.4 | 0.4 | 0.625 | 0.625 |
345
+ | 0.5802 | 96.67 | 290 | 0.7564 | 0.4 | 0.4 | 0.625 | 0.625 |
346
+ | 0.5802 | 97.0 | 291 | 0.7567 | 0.4 | 0.4 | 0.625 | 0.625 |
347
+ | 0.5802 | 97.33 | 292 | 0.7573 | 0.4 | 0.4 | 0.625 | 0.625 |
348
+ | 0.5802 | 97.67 | 293 | 0.7575 | 0.4 | 0.4 | 0.625 | 0.625 |
349
+ | 0.5802 | 98.0 | 294 | 0.7575 | 0.4 | 0.4 | 0.625 | 0.625 |
350
+ | 0.5866 | 98.33 | 295 | 0.7573 | 0.4 | 0.4 | 0.625 | 0.625 |
351
+ | 0.5866 | 98.67 | 296 | 0.7574 | 0.4 | 0.4 | 0.625 | 0.625 |
352
+ | 0.5866 | 99.0 | 297 | 0.7573 | 0.4 | 0.4 | 0.625 | 0.625 |
353
+ | 0.5866 | 99.33 | 298 | 0.7570 | 0.4 | 0.4 | 0.625 | 0.625 |
354
+ | 0.5866 | 99.67 | 299 | 0.7569 | 0.4 | 0.4 | 0.625 | 0.625 |
355
+ | 0.5556 | 100.0 | 300 | 0.7569 | 0.4 | 0.4 | 0.625 | 0.625 |
356
 
357
 
358
  ### Framework versions
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
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