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ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k8_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k7_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k7_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6962
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- - Qwk: 0.4496
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- - Mse: 0.6962
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- - Rmse: 0.8344
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  ## Model description
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@@ -47,270 +47,340 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.1 | 2 | 2.5233 | -0.0924 | 2.5233 | 1.5885 |
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- | No log | 0.2 | 4 | 1.3088 | -0.0141 | 1.3088 | 1.1440 |
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- | No log | 0.3 | 6 | 0.8683 | -0.0841 | 0.8683 | 0.9318 |
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- | No log | 0.4 | 8 | 0.7302 | 0.1232 | 0.7302 | 0.8545 |
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- | No log | 0.5 | 10 | 0.7162 | 0.1321 | 0.7162 | 0.8463 |
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- | No log | 0.6 | 12 | 0.6981 | 0.0851 | 0.6981 | 0.8355 |
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- | No log | 0.7 | 14 | 0.7524 | 0.2558 | 0.7524 | 0.8674 |
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- | No log | 0.8 | 16 | 0.8060 | 0.3173 | 0.8060 | 0.8978 |
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- | No log | 0.9 | 18 | 0.8405 | 0.2841 | 0.8405 | 0.9168 |
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- | No log | 1.0 | 20 | 0.7620 | 0.1372 | 0.7620 | 0.8729 |
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- | No log | 1.1 | 22 | 0.7405 | -0.0500 | 0.7405 | 0.8605 |
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- | No log | 1.2 | 24 | 0.7865 | 0.1313 | 0.7865 | 0.8869 |
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- | No log | 1.3 | 26 | 0.7876 | 0.3099 | 0.7876 | 0.8875 |
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- | No log | 1.4 | 28 | 0.7940 | 0.1550 | 0.7940 | 0.8911 |
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- | No log | 1.5 | 30 | 0.7659 | 0.1007 | 0.7659 | 0.8751 |
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- | No log | 1.6 | 32 | 0.7374 | 0.1508 | 0.7374 | 0.8587 |
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- | No log | 1.7 | 34 | 0.6885 | 0.0717 | 0.6885 | 0.8298 |
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- | No log | 1.8 | 36 | 0.6536 | 0.1942 | 0.6536 | 0.8084 |
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- | No log | 1.9 | 38 | 0.6287 | 0.3019 | 0.6287 | 0.7929 |
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- | No log | 2.0 | 40 | 0.6474 | 0.2522 | 0.6474 | 0.8046 |
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- | No log | 2.1 | 42 | 0.6845 | 0.2464 | 0.6845 | 0.8273 |
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- | No log | 2.2 | 44 | 0.6942 | 0.2526 | 0.6942 | 0.8332 |
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- | No log | 2.3 | 46 | 0.6201 | 0.1903 | 0.6201 | 0.7875 |
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- | No log | 2.4 | 48 | 0.7380 | 0.3699 | 0.7380 | 0.8591 |
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- | No log | 2.5 | 50 | 0.8357 | 0.3409 | 0.8357 | 0.9142 |
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- | No log | 2.6 | 52 | 0.7688 | 0.2574 | 0.7688 | 0.8768 |
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- | No log | 2.7 | 54 | 0.6042 | 0.3274 | 0.6042 | 0.7773 |
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- | No log | 2.8 | 56 | 0.5931 | 0.3151 | 0.5931 | 0.7701 |
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- | No log | 2.9 | 58 | 0.5894 | 0.3499 | 0.5894 | 0.7677 |
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- | No log | 3.0 | 60 | 0.5806 | 0.3105 | 0.5806 | 0.7620 |
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- | No log | 3.1 | 62 | 0.5450 | 0.3151 | 0.5450 | 0.7382 |
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- | No log | 3.2 | 64 | 0.5750 | 0.4330 | 0.5750 | 0.7583 |
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- | No log | 3.3 | 66 | 0.6647 | 0.3799 | 0.6647 | 0.8153 |
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- | No log | 3.4 | 68 | 0.6143 | 0.3843 | 0.6143 | 0.7838 |
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- | No log | 3.5 | 70 | 0.5592 | 0.4795 | 0.5592 | 0.7478 |
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- | No log | 3.6 | 72 | 0.5599 | 0.5056 | 0.5599 | 0.7483 |
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- | No log | 3.7 | 74 | 0.6522 | 0.3544 | 0.6522 | 0.8076 |
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- | No log | 3.8 | 76 | 0.5816 | 0.3813 | 0.5816 | 0.7626 |
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- | No log | 3.9 | 78 | 0.5553 | 0.3945 | 0.5553 | 0.7452 |
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- | No log | 4.0 | 80 | 0.5704 | 0.4044 | 0.5704 | 0.7552 |
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- | No log | 4.1 | 82 | 0.6438 | 0.3662 | 0.6438 | 0.8024 |
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- | No log | 4.2 | 84 | 0.6417 | 0.2843 | 0.6417 | 0.8011 |
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- | No log | 4.3 | 86 | 0.5697 | 0.4322 | 0.5697 | 0.7548 |
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- | No log | 4.4 | 88 | 0.5366 | 0.4908 | 0.5366 | 0.7326 |
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- | No log | 4.5 | 90 | 0.5236 | 0.5373 | 0.5236 | 0.7236 |
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- | No log | 4.6 | 92 | 0.4963 | 0.5283 | 0.4963 | 0.7045 |
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- | No log | 4.7 | 94 | 0.4920 | 0.4938 | 0.4920 | 0.7014 |
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- | No log | 4.8 | 96 | 0.5321 | 0.4315 | 0.5321 | 0.7295 |
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- | No log | 4.9 | 98 | 0.7985 | 0.4542 | 0.7985 | 0.8936 |
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- | No log | 5.0 | 100 | 0.8853 | 0.4305 | 0.8853 | 0.9409 |
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- | No log | 5.1 | 102 | 0.6889 | 0.4646 | 0.6889 | 0.8300 |
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- | No log | 5.2 | 104 | 0.6207 | 0.4371 | 0.6207 | 0.7878 |
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- | No log | 5.3 | 106 | 0.5951 | 0.4473 | 0.5951 | 0.7714 |
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- | No log | 5.4 | 108 | 0.5120 | 0.5815 | 0.5120 | 0.7155 |
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- | No log | 5.5 | 110 | 0.5111 | 0.6377 | 0.5111 | 0.7149 |
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- | No log | 5.6 | 112 | 0.5174 | 0.5177 | 0.5174 | 0.7193 |
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- | No log | 5.7 | 114 | 0.6225 | 0.4550 | 0.6225 | 0.7890 |
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- | No log | 5.8 | 116 | 0.7525 | 0.4667 | 0.7525 | 0.8675 |
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- | No log | 5.9 | 118 | 0.6666 | 0.4197 | 0.6666 | 0.8165 |
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- | No log | 6.0 | 120 | 0.5900 | 0.5015 | 0.5900 | 0.7681 |
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- | No log | 6.1 | 122 | 0.5245 | 0.4937 | 0.5245 | 0.7242 |
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- | No log | 6.2 | 124 | 0.5192 | 0.5289 | 0.5192 | 0.7205 |
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- | No log | 6.3 | 126 | 0.5478 | 0.5357 | 0.5478 | 0.7401 |
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- | No log | 6.4 | 128 | 0.6098 | 0.4933 | 0.6098 | 0.7809 |
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- | No log | 6.5 | 130 | 0.7100 | 0.5175 | 0.7100 | 0.8426 |
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- | No log | 6.6 | 132 | 0.5341 | 0.5024 | 0.5341 | 0.7308 |
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- | No log | 6.7 | 134 | 0.4604 | 0.5555 | 0.4604 | 0.6785 |
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- | No log | 6.8 | 136 | 0.4604 | 0.5555 | 0.4604 | 0.6785 |
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- | No log | 6.9 | 138 | 0.4609 | 0.5846 | 0.4609 | 0.6789 |
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- | No log | 7.0 | 140 | 0.4756 | 0.6377 | 0.4756 | 0.6896 |
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- | No log | 7.1 | 142 | 0.5106 | 0.6053 | 0.5106 | 0.7146 |
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- | No log | 7.2 | 144 | 0.5324 | 0.5332 | 0.5324 | 0.7296 |
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- | No log | 7.3 | 146 | 0.5182 | 0.6492 | 0.5182 | 0.7199 |
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- | No log | 7.4 | 148 | 0.5026 | 0.5593 | 0.5026 | 0.7089 |
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- | No log | 7.5 | 150 | 0.5060 | 0.5549 | 0.5060 | 0.7113 |
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- | No log | 7.6 | 152 | 0.5096 | 0.4934 | 0.5096 | 0.7139 |
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- | No log | 7.7 | 154 | 0.5177 | 0.5114 | 0.5177 | 0.7195 |
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- | No log | 7.8 | 156 | 0.5368 | 0.5307 | 0.5368 | 0.7327 |
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- | No log | 7.9 | 158 | 0.5412 | 0.5307 | 0.5412 | 0.7357 |
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- | No log | 8.0 | 160 | 0.5862 | 0.3737 | 0.5862 | 0.7656 |
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- | No log | 8.1 | 162 | 0.6631 | 0.4502 | 0.6631 | 0.8143 |
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- | No log | 8.2 | 164 | 0.5987 | 0.4212 | 0.5987 | 0.7738 |
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- | No log | 8.3 | 166 | 0.5711 | 0.4816 | 0.5711 | 0.7557 |
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- | No log | 8.4 | 168 | 0.5785 | 0.5379 | 0.5785 | 0.7606 |
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- | No log | 8.5 | 170 | 0.5902 | 0.5110 | 0.5902 | 0.7683 |
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- | No log | 8.6 | 172 | 0.5815 | 0.6039 | 0.5815 | 0.7626 |
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- | No log | 8.7 | 174 | 0.6255 | 0.4724 | 0.6255 | 0.7909 |
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- | No log | 8.8 | 176 | 0.7438 | 0.4158 | 0.7438 | 0.8624 |
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- | No log | 8.9 | 178 | 0.6936 | 0.4837 | 0.6936 | 0.8328 |
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- | No log | 9.0 | 180 | 0.6191 | 0.5324 | 0.6191 | 0.7868 |
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- | No log | 9.1 | 182 | 0.5963 | 0.5321 | 0.5963 | 0.7722 |
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- | No log | 9.2 | 184 | 0.5853 | 0.4801 | 0.5853 | 0.7650 |
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- | No log | 9.3 | 186 | 0.6210 | 0.4788 | 0.6210 | 0.7880 |
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- | No log | 9.4 | 188 | 0.7345 | 0.4351 | 0.7345 | 0.8570 |
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- | No log | 9.5 | 190 | 0.7294 | 0.3582 | 0.7294 | 0.8540 |
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- | No log | 9.6 | 192 | 0.6062 | 0.5115 | 0.6062 | 0.7786 |
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- | No log | 9.7 | 194 | 0.6178 | 0.5607 | 0.6178 | 0.7860 |
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- | No log | 9.8 | 196 | 0.6530 | 0.4892 | 0.6530 | 0.8081 |
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- | No log | 9.9 | 198 | 0.5944 | 0.5319 | 0.5944 | 0.7710 |
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- | No log | 10.0 | 200 | 0.5693 | 0.4816 | 0.5693 | 0.7545 |
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- | No log | 10.1 | 202 | 0.6074 | 0.3471 | 0.6074 | 0.7793 |
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- | No log | 10.2 | 204 | 0.6098 | 0.3545 | 0.6098 | 0.7809 |
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- | No log | 10.3 | 206 | 0.5779 | 0.4267 | 0.5779 | 0.7602 |
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- | No log | 10.4 | 208 | 0.5717 | 0.4338 | 0.5717 | 0.7561 |
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- | No log | 10.5 | 210 | 0.5746 | 0.4229 | 0.5746 | 0.7580 |
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- | No log | 10.6 | 212 | 0.6091 | 0.3737 | 0.6091 | 0.7804 |
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- | No log | 10.7 | 214 | 0.6584 | 0.3918 | 0.6584 | 0.8114 |
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- | No log | 10.8 | 216 | 0.7031 | 0.3869 | 0.7031 | 0.8385 |
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- | No log | 10.9 | 218 | 0.7002 | 0.3869 | 0.7002 | 0.8368 |
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- | No log | 11.0 | 220 | 0.6590 | 0.3963 | 0.6590 | 0.8118 |
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- | No log | 11.1 | 222 | 0.6143 | 0.3918 | 0.6143 | 0.7838 |
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- | No log | 11.2 | 224 | 0.5873 | 0.4059 | 0.5873 | 0.7664 |
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- | No log | 11.3 | 226 | 0.5654 | 0.5034 | 0.5654 | 0.7519 |
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- | No log | 11.4 | 228 | 0.5635 | 0.5269 | 0.5635 | 0.7506 |
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- | No log | 11.5 | 230 | 0.5802 | 0.4655 | 0.5802 | 0.7617 |
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- | No log | 11.6 | 232 | 0.5705 | 0.3781 | 0.5705 | 0.7553 |
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- | No log | 11.7 | 234 | 0.5984 | 0.3763 | 0.5984 | 0.7736 |
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- | No log | 11.8 | 236 | 0.7083 | 0.3843 | 0.7083 | 0.8416 |
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- | No log | 11.9 | 238 | 0.8045 | 0.4275 | 0.8045 | 0.8970 |
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- | No log | 12.0 | 240 | 0.7908 | 0.4275 | 0.7908 | 0.8892 |
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- | No log | 12.1 | 242 | 0.7043 | 0.4197 | 0.7043 | 0.8392 |
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- | No log | 12.2 | 244 | 0.6151 | 0.4315 | 0.6151 | 0.7843 |
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- | No log | 12.3 | 246 | 0.5950 | 0.4315 | 0.5950 | 0.7713 |
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- | No log | 12.4 | 248 | 0.5840 | 0.4562 | 0.5840 | 0.7642 |
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- | No log | 12.5 | 250 | 0.5886 | 0.4997 | 0.5886 | 0.7672 |
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- | No log | 12.6 | 252 | 0.6075 | 0.4371 | 0.6075 | 0.7794 |
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- | No log | 12.7 | 254 | 0.5664 | 0.5123 | 0.5664 | 0.7526 |
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- | No log | 12.8 | 256 | 0.5907 | 0.4997 | 0.5907 | 0.7686 |
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- | No log | 12.9 | 258 | 0.6856 | 0.4088 | 0.6856 | 0.8280 |
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- | No log | 13.0 | 260 | 0.6791 | 0.4629 | 0.6791 | 0.8241 |
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- | No log | 13.1 | 262 | 0.6010 | 0.3879 | 0.6010 | 0.7752 |
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- | No log | 13.2 | 264 | 0.6177 | 0.3865 | 0.6177 | 0.7860 |
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- | No log | 13.3 | 266 | 0.6933 | 0.4036 | 0.6933 | 0.8326 |
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- | No log | 13.4 | 268 | 0.6658 | 0.4606 | 0.6658 | 0.8160 |
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- | No log | 13.5 | 270 | 0.5858 | 0.4644 | 0.5858 | 0.7654 |
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- | No log | 13.6 | 272 | 0.5599 | 0.4644 | 0.5599 | 0.7483 |
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- | No log | 13.7 | 274 | 0.5469 | 0.4234 | 0.5469 | 0.7395 |
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- | No log | 13.8 | 276 | 0.5521 | 0.4473 | 0.5521 | 0.7430 |
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- | No log | 13.9 | 278 | 0.5563 | 0.4473 | 0.5563 | 0.7459 |
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- | No log | 14.0 | 280 | 0.5591 | 0.5016 | 0.5591 | 0.7478 |
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- | No log | 14.1 | 282 | 0.5563 | 0.4769 | 0.5563 | 0.7458 |
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- | No log | 14.2 | 284 | 0.5736 | 0.4769 | 0.5736 | 0.7574 |
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- | No log | 14.3 | 286 | 0.5345 | 0.5016 | 0.5345 | 0.7311 |
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- | No log | 14.4 | 288 | 0.4918 | 0.4661 | 0.4918 | 0.7013 |
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- | No log | 14.5 | 290 | 0.4977 | 0.5692 | 0.4977 | 0.7055 |
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- | No log | 14.6 | 292 | 0.5081 | 0.5570 | 0.5081 | 0.7128 |
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- | No log | 14.7 | 294 | 0.5161 | 0.5853 | 0.5161 | 0.7184 |
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- | No log | 14.8 | 296 | 0.5267 | 0.5389 | 0.5267 | 0.7257 |
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- | No log | 14.9 | 298 | 0.5310 | 0.5548 | 0.5310 | 0.7287 |
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- | No log | 15.0 | 300 | 0.6032 | 0.5794 | 0.6032 | 0.7767 |
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- | No log | 15.1 | 302 | 0.6586 | 0.5614 | 0.6586 | 0.8115 |
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- | No log | 15.2 | 304 | 0.6029 | 0.5657 | 0.6029 | 0.7765 |
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- | No log | 15.3 | 306 | 0.5463 | 0.4914 | 0.5463 | 0.7391 |
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- | No log | 15.4 | 308 | 0.6419 | 0.4272 | 0.6419 | 0.8012 |
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- | No log | 15.5 | 310 | 0.7648 | 0.4400 | 0.7648 | 0.8745 |
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- | No log | 15.6 | 312 | 0.7493 | 0.4738 | 0.7493 | 0.8656 |
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- | No log | 15.7 | 314 | 0.6584 | 0.4829 | 0.6584 | 0.8114 |
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- | No log | 15.8 | 316 | 0.5769 | 0.4260 | 0.5769 | 0.7595 |
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- | No log | 15.9 | 318 | 0.5665 | 0.5304 | 0.5665 | 0.7526 |
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- | No log | 16.0 | 320 | 0.5683 | 0.5742 | 0.5683 | 0.7538 |
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- | No log | 16.1 | 322 | 0.5999 | 0.4644 | 0.5999 | 0.7745 |
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- | No log | 16.2 | 324 | 0.6988 | 0.4805 | 0.6988 | 0.8360 |
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- | No log | 16.3 | 326 | 0.6457 | 0.4755 | 0.6457 | 0.8036 |
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- | No log | 16.4 | 328 | 0.5635 | 0.5034 | 0.5635 | 0.7507 |
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- | No log | 16.5 | 330 | 0.5294 | 0.5159 | 0.5294 | 0.7276 |
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- | No log | 16.6 | 332 | 0.5253 | 0.5625 | 0.5253 | 0.7248 |
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- | No log | 16.7 | 334 | 0.5321 | 0.5071 | 0.5321 | 0.7294 |
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- | No log | 16.8 | 336 | 0.5237 | 0.4314 | 0.5237 | 0.7237 |
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- | No log | 16.9 | 338 | 0.5478 | 0.4788 | 0.5478 | 0.7401 |
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- | No log | 17.0 | 340 | 0.6101 | 0.4112 | 0.6101 | 0.7811 |
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- | No log | 17.1 | 342 | 0.6753 | 0.4721 | 0.6753 | 0.8218 |
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- | No log | 17.2 | 344 | 0.6219 | 0.4606 | 0.6219 | 0.7886 |
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- | No log | 17.3 | 346 | 0.5288 | 0.4948 | 0.5288 | 0.7272 |
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- | No log | 17.4 | 348 | 0.5149 | 0.4809 | 0.5149 | 0.7175 |
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- | No log | 17.5 | 350 | 0.5302 | 0.4898 | 0.5302 | 0.7282 |
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- | No log | 17.6 | 352 | 0.5273 | 0.5703 | 0.5273 | 0.7261 |
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- | No log | 17.7 | 354 | 0.5464 | 0.4966 | 0.5464 | 0.7392 |
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- | No log | 17.8 | 356 | 0.5632 | 0.4864 | 0.5632 | 0.7505 |
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- | No log | 17.9 | 358 | 0.5519 | 0.4864 | 0.5519 | 0.7429 |
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- | No log | 18.0 | 360 | 0.5252 | 0.5345 | 0.5252 | 0.7247 |
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- | No log | 18.1 | 362 | 0.5089 | 0.5076 | 0.5089 | 0.7134 |
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- | No log | 18.2 | 364 | 0.5074 | 0.5455 | 0.5074 | 0.7123 |
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- | No log | 18.3 | 366 | 0.5541 | 0.4920 | 0.5541 | 0.7444 |
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- | No log | 18.4 | 368 | 0.6561 | 0.4898 | 0.6561 | 0.8100 |
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- | No log | 18.5 | 370 | 0.6951 | 0.4824 | 0.6951 | 0.8337 |
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- | No log | 18.6 | 372 | 0.6549 | 0.4700 | 0.6549 | 0.8093 |
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- | No log | 18.7 | 374 | 0.5713 | 0.4423 | 0.5713 | 0.7558 |
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- | No log | 18.8 | 376 | 0.5337 | 0.5034 | 0.5337 | 0.7305 |
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- | No log | 18.9 | 378 | 0.5198 | 0.4808 | 0.5198 | 0.7210 |
241
- | No log | 19.0 | 380 | 0.5097 | 0.4895 | 0.5097 | 0.7139 |
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- | No log | 19.1 | 382 | 0.5013 | 0.5056 | 0.5013 | 0.7080 |
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- | No log | 19.2 | 384 | 0.4962 | 0.5605 | 0.4962 | 0.7044 |
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- | No log | 19.3 | 386 | 0.5000 | 0.4888 | 0.5000 | 0.7071 |
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- | No log | 19.4 | 388 | 0.5061 | 0.4100 | 0.5061 | 0.7114 |
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- | No log | 19.5 | 390 | 0.5151 | 0.4100 | 0.5151 | 0.7177 |
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- | No log | 19.6 | 392 | 0.5284 | 0.4100 | 0.5284 | 0.7269 |
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- | No log | 19.7 | 394 | 0.5416 | 0.4352 | 0.5416 | 0.7359 |
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- | No log | 19.8 | 396 | 0.5218 | 0.4100 | 0.5218 | 0.7223 |
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- | No log | 19.9 | 398 | 0.5240 | 0.4948 | 0.5240 | 0.7239 |
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- | No log | 20.0 | 400 | 0.5329 | 0.5015 | 0.5329 | 0.7300 |
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- | No log | 20.1 | 402 | 0.5200 | 0.4966 | 0.5200 | 0.7211 |
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- | No log | 20.2 | 404 | 0.5207 | 0.4966 | 0.5207 | 0.7216 |
254
- | No log | 20.3 | 406 | 0.5047 | 0.5379 | 0.5047 | 0.7104 |
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- | No log | 20.4 | 408 | 0.5090 | 0.6759 | 0.5090 | 0.7135 |
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- | No log | 20.5 | 410 | 0.5155 | 0.6183 | 0.5155 | 0.7180 |
257
- | No log | 20.6 | 412 | 0.5122 | 0.5860 | 0.5122 | 0.7157 |
258
- | No log | 20.7 | 414 | 0.5172 | 0.5501 | 0.5172 | 0.7191 |
259
- | No log | 20.8 | 416 | 0.5607 | 0.4933 | 0.5607 | 0.7488 |
260
- | No log | 20.9 | 418 | 0.6628 | 0.4223 | 0.6628 | 0.8141 |
261
- | No log | 21.0 | 420 | 0.6975 | 0.4648 | 0.6975 | 0.8352 |
262
- | No log | 21.1 | 422 | 0.6470 | 0.4328 | 0.6470 | 0.8044 |
263
- | No log | 21.2 | 424 | 0.5484 | 0.3918 | 0.5484 | 0.7405 |
264
- | No log | 21.3 | 426 | 0.5099 | 0.3996 | 0.5099 | 0.7140 |
265
- | No log | 21.4 | 428 | 0.5035 | 0.3996 | 0.5035 | 0.7095 |
266
- | No log | 21.5 | 430 | 0.5011 | 0.4724 | 0.5011 | 0.7079 |
267
- | No log | 21.6 | 432 | 0.5110 | 0.5098 | 0.5110 | 0.7148 |
268
- | No log | 21.7 | 434 | 0.5579 | 0.4836 | 0.5579 | 0.7469 |
269
- | No log | 21.8 | 436 | 0.5738 | 0.4836 | 0.5738 | 0.7575 |
270
- | No log | 21.9 | 438 | 0.5323 | 0.5081 | 0.5323 | 0.7296 |
271
- | No log | 22.0 | 440 | 0.5230 | 0.4845 | 0.5230 | 0.7232 |
272
- | No log | 22.1 | 442 | 0.5087 | 0.4867 | 0.5087 | 0.7132 |
273
- | No log | 22.2 | 444 | 0.4991 | 0.4983 | 0.4991 | 0.7065 |
274
- | No log | 22.3 | 446 | 0.5084 | 0.4547 | 0.5084 | 0.7130 |
275
- | No log | 22.4 | 448 | 0.5221 | 0.4618 | 0.5221 | 0.7226 |
276
- | No log | 22.5 | 450 | 0.5429 | 0.5223 | 0.5429 | 0.7368 |
277
- | No log | 22.6 | 452 | 0.5832 | 0.5117 | 0.5832 | 0.7637 |
278
- | No log | 22.7 | 454 | 0.6080 | 0.4909 | 0.6080 | 0.7797 |
279
- | No log | 22.8 | 456 | 0.5846 | 0.5524 | 0.5846 | 0.7646 |
280
- | No log | 22.9 | 458 | 0.5400 | 0.5457 | 0.5400 | 0.7349 |
281
- | No log | 23.0 | 460 | 0.5123 | 0.5816 | 0.5123 | 0.7157 |
282
- | No log | 23.1 | 462 | 0.4965 | 0.5738 | 0.4965 | 0.7046 |
283
- | No log | 23.2 | 464 | 0.4945 | 0.5609 | 0.4945 | 0.7032 |
284
- | No log | 23.3 | 466 | 0.5050 | 0.5362 | 0.5050 | 0.7106 |
285
- | No log | 23.4 | 468 | 0.5654 | 0.4522 | 0.5654 | 0.7520 |
286
- | No log | 23.5 | 470 | 0.7035 | 0.4650 | 0.7035 | 0.8387 |
287
- | No log | 23.6 | 472 | 0.7139 | 0.4844 | 0.7139 | 0.8449 |
288
- | No log | 23.7 | 474 | 0.5945 | 0.5310 | 0.5945 | 0.7710 |
289
- | No log | 23.8 | 476 | 0.4889 | 0.5379 | 0.4889 | 0.6992 |
290
- | No log | 23.9 | 478 | 0.4731 | 0.5672 | 0.4731 | 0.6878 |
291
- | No log | 24.0 | 480 | 0.4896 | 0.5999 | 0.4896 | 0.6997 |
292
- | No log | 24.1 | 482 | 0.4753 | 0.5861 | 0.4753 | 0.6895 |
293
- | No log | 24.2 | 484 | 0.4636 | 0.5488 | 0.4636 | 0.6809 |
294
- | No log | 24.3 | 486 | 0.4777 | 0.6201 | 0.4777 | 0.6911 |
295
- | No log | 24.4 | 488 | 0.4890 | 0.5801 | 0.4890 | 0.6993 |
296
- | No log | 24.5 | 490 | 0.4872 | 0.5455 | 0.4872 | 0.6980 |
297
- | No log | 24.6 | 492 | 0.4750 | 0.6096 | 0.4750 | 0.6892 |
298
- | No log | 24.7 | 494 | 0.4702 | 0.6215 | 0.4702 | 0.6857 |
299
- | No log | 24.8 | 496 | 0.4980 | 0.5999 | 0.4980 | 0.7057 |
300
- | No log | 24.9 | 498 | 0.4986 | 0.5999 | 0.4986 | 0.7061 |
301
- | 0.302 | 25.0 | 500 | 0.4828 | 0.6068 | 0.4828 | 0.6949 |
302
- | 0.302 | 25.1 | 502 | 0.4861 | 0.6439 | 0.4861 | 0.6972 |
303
- | 0.302 | 25.2 | 504 | 0.4988 | 0.6228 | 0.4988 | 0.7063 |
304
- | 0.302 | 25.3 | 506 | 0.4871 | 0.5941 | 0.4871 | 0.6979 |
305
- | 0.302 | 25.4 | 508 | 0.4866 | 0.6477 | 0.4866 | 0.6975 |
306
- | 0.302 | 25.5 | 510 | 0.4984 | 0.5918 | 0.4984 | 0.7060 |
307
- | 0.302 | 25.6 | 512 | 0.5056 | 0.6013 | 0.5056 | 0.7111 |
308
- | 0.302 | 25.7 | 514 | 0.4884 | 0.6370 | 0.4884 | 0.6989 |
309
- | 0.302 | 25.8 | 516 | 0.4920 | 0.5738 | 0.4920 | 0.7014 |
310
- | 0.302 | 25.9 | 518 | 0.5374 | 0.4721 | 0.5374 | 0.7330 |
311
- | 0.302 | 26.0 | 520 | 0.6619 | 0.4496 | 0.6619 | 0.8136 |
312
- | 0.302 | 26.1 | 522 | 0.7290 | 0.4467 | 0.7290 | 0.8538 |
313
- | 0.302 | 26.2 | 524 | 0.6962 | 0.4496 | 0.6962 | 0.8344 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
314
 
315
 
316
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k8_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k8_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6984
19
+ - Qwk: 0.2506
20
+ - Mse: 0.6984
21
+ - Rmse: 0.8357
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0909 | 2 | 2.5813 | -0.0262 | 2.5813 | 1.6066 |
53
+ | No log | 0.1818 | 4 | 1.3516 | 0.1000 | 1.3516 | 1.1626 |
54
+ | No log | 0.2727 | 6 | 0.7837 | 0.1372 | 0.7837 | 0.8852 |
55
+ | No log | 0.3636 | 8 | 0.8019 | -0.0500 | 0.8019 | 0.8955 |
56
+ | No log | 0.4545 | 10 | 0.8678 | 0.0715 | 0.8678 | 0.9316 |
57
+ | No log | 0.5455 | 12 | 0.8221 | 0.1103 | 0.8221 | 0.9067 |
58
+ | No log | 0.6364 | 14 | 0.7702 | 0.1561 | 0.7702 | 0.8776 |
59
+ | No log | 0.7273 | 16 | 0.9536 | 0.1318 | 0.9536 | 0.9765 |
60
+ | No log | 0.8182 | 18 | 1.0841 | 0.0044 | 1.0841 | 1.0412 |
61
+ | No log | 0.9091 | 20 | 0.8890 | 0.1637 | 0.8890 | 0.9429 |
62
+ | No log | 1.0 | 22 | 0.7669 | 0.0771 | 0.7669 | 0.8757 |
63
+ | No log | 1.0909 | 24 | 0.7564 | 0.0679 | 0.7564 | 0.8697 |
64
+ | No log | 1.1818 | 26 | 0.7537 | 0.1050 | 0.7537 | 0.8681 |
65
+ | No log | 1.2727 | 28 | 0.7880 | 0.3518 | 0.7880 | 0.8877 |
66
+ | No log | 1.3636 | 30 | 0.7801 | 0.2652 | 0.7801 | 0.8832 |
67
+ | No log | 1.4545 | 32 | 0.7622 | 0.1598 | 0.7622 | 0.8730 |
68
+ | No log | 1.5455 | 34 | 0.7702 | -0.0054 | 0.7702 | 0.8776 |
69
+ | No log | 1.6364 | 36 | 0.7821 | 0.0 | 0.7821 | 0.8844 |
70
+ | No log | 1.7273 | 38 | 0.8127 | 0.0 | 0.8127 | 0.9015 |
71
+ | No log | 1.8182 | 40 | 0.8914 | 0.0481 | 0.8914 | 0.9441 |
72
+ | No log | 1.9091 | 42 | 0.8700 | 0.0481 | 0.8700 | 0.9328 |
73
+ | No log | 2.0 | 44 | 0.7873 | 0.0 | 0.7873 | 0.8873 |
74
+ | No log | 2.0909 | 46 | 0.7074 | -0.0500 | 0.7074 | 0.8410 |
75
+ | No log | 2.1818 | 48 | 0.7108 | 0.2407 | 0.7108 | 0.8431 |
76
+ | No log | 2.2727 | 50 | 0.7094 | 0.2883 | 0.7094 | 0.8423 |
77
+ | No log | 2.3636 | 52 | 0.6804 | 0.3622 | 0.6804 | 0.8249 |
78
+ | No log | 2.4545 | 54 | 0.7412 | 0.2940 | 0.7412 | 0.8610 |
79
+ | No log | 2.5455 | 56 | 0.8426 | 0.3754 | 0.8426 | 0.9179 |
80
+ | No log | 2.6364 | 58 | 0.7594 | 0.3590 | 0.7594 | 0.8714 |
81
+ | No log | 2.7273 | 60 | 0.6594 | 0.3243 | 0.6594 | 0.8120 |
82
+ | No log | 2.8182 | 62 | 0.7013 | 0.3425 | 0.7013 | 0.8375 |
83
+ | No log | 2.9091 | 64 | 0.8077 | 0.3483 | 0.8077 | 0.8987 |
84
+ | No log | 3.0 | 66 | 0.7763 | 0.3149 | 0.7763 | 0.8811 |
85
+ | No log | 3.0909 | 68 | 0.6635 | 0.2852 | 0.6635 | 0.8145 |
86
+ | No log | 3.1818 | 70 | 0.6558 | 0.3183 | 0.6558 | 0.8098 |
87
+ | No log | 3.2727 | 72 | 0.6607 | 0.3523 | 0.6607 | 0.8128 |
88
+ | No log | 3.3636 | 74 | 0.7774 | 0.3688 | 0.7774 | 0.8817 |
89
+ | No log | 3.4545 | 76 | 0.7903 | 0.3913 | 0.7903 | 0.8890 |
90
+ | No log | 3.5455 | 78 | 0.6966 | 0.4179 | 0.6966 | 0.8346 |
91
+ | No log | 3.6364 | 80 | 0.8274 | 0.4064 | 0.8274 | 0.9096 |
92
+ | No log | 3.7273 | 82 | 0.9230 | 0.3357 | 0.9230 | 0.9607 |
93
+ | No log | 3.8182 | 84 | 0.7740 | 0.3946 | 0.7740 | 0.8798 |
94
+ | No log | 3.9091 | 86 | 0.7511 | 0.3287 | 0.7511 | 0.8667 |
95
+ | No log | 4.0 | 88 | 0.8605 | 0.3560 | 0.8605 | 0.9276 |
96
+ | No log | 4.0909 | 90 | 0.7630 | 0.3344 | 0.7630 | 0.8735 |
97
+ | No log | 4.1818 | 92 | 0.7016 | 0.3669 | 0.7016 | 0.8376 |
98
+ | No log | 4.2727 | 94 | 0.7425 | 0.4245 | 0.7425 | 0.8617 |
99
+ | No log | 4.3636 | 96 | 0.7187 | 0.4533 | 0.7187 | 0.8478 |
100
+ | No log | 4.4545 | 98 | 0.7081 | 0.4840 | 0.7081 | 0.8415 |
101
+ | No log | 4.5455 | 100 | 0.7661 | 0.4725 | 0.7661 | 0.8753 |
102
+ | No log | 4.6364 | 102 | 0.9251 | 0.3123 | 0.9251 | 0.9618 |
103
+ | No log | 4.7273 | 104 | 0.8998 | 0.2705 | 0.8998 | 0.9486 |
104
+ | No log | 4.8182 | 106 | 0.7254 | 0.4315 | 0.7254 | 0.8517 |
105
+ | No log | 4.9091 | 108 | 0.7856 | 0.3092 | 0.7856 | 0.8864 |
106
+ | No log | 5.0 | 110 | 0.9254 | 0.2613 | 0.9254 | 0.9620 |
107
+ | No log | 5.0909 | 112 | 0.8718 | 0.3074 | 0.8718 | 0.9337 |
108
+ | No log | 5.1818 | 114 | 0.7104 | 0.3144 | 0.7104 | 0.8428 |
109
+ | No log | 5.2727 | 116 | 0.7101 | 0.3363 | 0.7101 | 0.8427 |
110
+ | No log | 5.3636 | 118 | 0.7154 | 0.3363 | 0.7154 | 0.8458 |
111
+ | No log | 5.4545 | 120 | 0.7147 | 0.3363 | 0.7147 | 0.8454 |
112
+ | No log | 5.5455 | 122 | 0.7153 | 0.3398 | 0.7153 | 0.8458 |
113
+ | No log | 5.6364 | 124 | 0.7360 | 0.2313 | 0.7360 | 0.8579 |
114
+ | No log | 5.7273 | 126 | 0.7316 | 0.2661 | 0.7316 | 0.8554 |
115
+ | No log | 5.8182 | 128 | 0.8090 | 0.3673 | 0.8090 | 0.8994 |
116
+ | No log | 5.9091 | 130 | 0.8603 | 0.4131 | 0.8603 | 0.9275 |
117
+ | No log | 6.0 | 132 | 0.7911 | 0.3433 | 0.7911 | 0.8894 |
118
+ | No log | 6.0909 | 134 | 0.7350 | 0.3144 | 0.7350 | 0.8573 |
119
+ | No log | 6.1818 | 136 | 0.8063 | 0.3719 | 0.8063 | 0.8980 |
120
+ | No log | 6.2727 | 138 | 0.8505 | 0.3067 | 0.8505 | 0.9222 |
121
+ | No log | 6.3636 | 140 | 0.8749 | 0.2849 | 0.8749 | 0.9354 |
122
+ | No log | 6.4545 | 142 | 0.9379 | 0.2916 | 0.9379 | 0.9685 |
123
+ | No log | 6.5455 | 144 | 0.8864 | 0.1209 | 0.8864 | 0.9415 |
124
+ | No log | 6.6364 | 146 | 0.8792 | 0.2202 | 0.8792 | 0.9377 |
125
+ | No log | 6.7273 | 148 | 0.8577 | 0.2223 | 0.8577 | 0.9261 |
126
+ | No log | 6.8182 | 150 | 0.9255 | 0.2993 | 0.9255 | 0.9620 |
127
+ | No log | 6.9091 | 152 | 0.8734 | 0.2555 | 0.8734 | 0.9346 |
128
+ | No log | 7.0 | 154 | 0.7431 | 0.4562 | 0.7431 | 0.8620 |
129
+ | No log | 7.0909 | 156 | 0.7506 | 0.3586 | 0.7506 | 0.8664 |
130
+ | No log | 7.1818 | 158 | 0.7558 | 0.3946 | 0.7558 | 0.8694 |
131
+ | No log | 7.2727 | 160 | 0.7060 | 0.2862 | 0.7060 | 0.8402 |
132
+ | No log | 7.3636 | 162 | 0.7041 | 0.3417 | 0.7041 | 0.8391 |
133
+ | No log | 7.4545 | 164 | 0.6996 | 0.2862 | 0.6996 | 0.8364 |
134
+ | No log | 7.5455 | 166 | 0.7059 | 0.3417 | 0.7059 | 0.8402 |
135
+ | No log | 7.6364 | 168 | 0.7070 | 0.3667 | 0.7070 | 0.8409 |
136
+ | No log | 7.7273 | 170 | 0.7286 | 0.3408 | 0.7286 | 0.8536 |
137
+ | No log | 7.8182 | 172 | 0.7527 | 0.3723 | 0.7527 | 0.8676 |
138
+ | No log | 7.9091 | 174 | 0.7112 | 0.3417 | 0.7112 | 0.8433 |
139
+ | No log | 8.0 | 176 | 0.7087 | 0.2958 | 0.7087 | 0.8418 |
140
+ | No log | 8.0909 | 178 | 0.7182 | 0.2889 | 0.7182 | 0.8475 |
141
+ | No log | 8.1818 | 180 | 0.7076 | 0.2683 | 0.7076 | 0.8412 |
142
+ | No log | 8.2727 | 182 | 0.7225 | 0.2780 | 0.7225 | 0.8500 |
143
+ | No log | 8.3636 | 184 | 0.7126 | 0.2621 | 0.7126 | 0.8441 |
144
+ | No log | 8.4545 | 186 | 0.6692 | 0.2360 | 0.6692 | 0.8181 |
145
+ | No log | 8.5455 | 188 | 0.6661 | 0.3320 | 0.6661 | 0.8161 |
146
+ | No log | 8.6364 | 190 | 0.6466 | 0.3407 | 0.6466 | 0.8041 |
147
+ | No log | 8.7273 | 192 | 0.6406 | 0.2683 | 0.6406 | 0.8004 |
148
+ | No log | 8.8182 | 194 | 0.6470 | 0.3293 | 0.6470 | 0.8043 |
149
+ | No log | 8.9091 | 196 | 0.6534 | 0.2994 | 0.6534 | 0.8083 |
150
+ | No log | 9.0 | 198 | 0.6747 | 0.3813 | 0.6747 | 0.8214 |
151
+ | No log | 9.0909 | 200 | 0.6798 | 0.4455 | 0.6798 | 0.8245 |
152
+ | No log | 9.1818 | 202 | 0.6754 | 0.4342 | 0.6754 | 0.8218 |
153
+ | No log | 9.2727 | 204 | 0.6723 | 0.4078 | 0.6723 | 0.8199 |
154
+ | No log | 9.3636 | 206 | 0.7221 | 0.4284 | 0.7221 | 0.8498 |
155
+ | No log | 9.4545 | 208 | 0.7750 | 0.4468 | 0.7750 | 0.8803 |
156
+ | No log | 9.5455 | 210 | 0.7073 | 0.4665 | 0.7073 | 0.8410 |
157
+ | No log | 9.6364 | 212 | 0.6447 | 0.4206 | 0.6447 | 0.8029 |
158
+ | No log | 9.7273 | 214 | 0.6189 | 0.2715 | 0.6189 | 0.7867 |
159
+ | No log | 9.8182 | 216 | 0.6360 | 0.3607 | 0.6360 | 0.7975 |
160
+ | No log | 9.9091 | 218 | 0.6527 | 0.3762 | 0.6527 | 0.8079 |
161
+ | No log | 10.0 | 220 | 0.6486 | 0.4137 | 0.6486 | 0.8053 |
162
+ | No log | 10.0909 | 222 | 0.7404 | 0.4124 | 0.7404 | 0.8604 |
163
+ | No log | 10.1818 | 224 | 0.8895 | 0.3669 | 0.8895 | 0.9432 |
164
+ | No log | 10.2727 | 226 | 0.8278 | 0.3466 | 0.8278 | 0.9099 |
165
+ | No log | 10.3636 | 228 | 0.6770 | 0.4642 | 0.6770 | 0.8228 |
166
+ | No log | 10.4545 | 230 | 0.6995 | 0.4329 | 0.6995 | 0.8364 |
167
+ | No log | 10.5455 | 232 | 0.7484 | 0.4373 | 0.7484 | 0.8651 |
168
+ | No log | 10.6364 | 234 | 0.7683 | 0.4391 | 0.7683 | 0.8765 |
169
+ | No log | 10.7273 | 236 | 0.7444 | 0.4901 | 0.7444 | 0.8628 |
170
+ | No log | 10.8182 | 238 | 0.7077 | 0.3673 | 0.7077 | 0.8412 |
171
+ | No log | 10.9091 | 240 | 0.7174 | 0.3774 | 0.7174 | 0.8470 |
172
+ | No log | 11.0 | 242 | 0.7449 | 0.3836 | 0.7449 | 0.8631 |
173
+ | No log | 11.0909 | 244 | 0.7672 | 0.2942 | 0.7672 | 0.8759 |
174
+ | No log | 11.1818 | 246 | 0.7519 | 0.3369 | 0.7519 | 0.8671 |
175
+ | No log | 11.2727 | 248 | 0.7247 | 0.3336 | 0.7247 | 0.8513 |
176
+ | No log | 11.3636 | 250 | 0.7267 | 0.2901 | 0.7267 | 0.8525 |
177
+ | No log | 11.4545 | 252 | 0.7307 | 0.3069 | 0.7307 | 0.8548 |
178
+ | No log | 11.5455 | 254 | 0.7482 | 0.3836 | 0.7482 | 0.8650 |
179
+ | No log | 11.6364 | 256 | 0.7629 | 0.3838 | 0.7629 | 0.8734 |
180
+ | No log | 11.7273 | 258 | 0.7835 | 0.3283 | 0.7836 | 0.8852 |
181
+ | No log | 11.8182 | 260 | 0.8375 | 0.3548 | 0.8375 | 0.9152 |
182
+ | No log | 11.9091 | 262 | 0.8422 | 0.3489 | 0.8422 | 0.9177 |
183
+ | No log | 12.0 | 264 | 0.7885 | 0.2643 | 0.7885 | 0.8880 |
184
+ | No log | 12.0909 | 266 | 0.7560 | 0.3754 | 0.7560 | 0.8695 |
185
+ | No log | 12.1818 | 268 | 0.7566 | 0.3608 | 0.7566 | 0.8698 |
186
+ | No log | 12.2727 | 270 | 0.7343 | 0.2955 | 0.7343 | 0.8569 |
187
+ | No log | 12.3636 | 272 | 0.7587 | 0.2294 | 0.7587 | 0.8710 |
188
+ | No log | 12.4545 | 274 | 0.8671 | 0.2153 | 0.8671 | 0.9312 |
189
+ | No log | 12.5455 | 276 | 0.8989 | 0.3280 | 0.8989 | 0.9481 |
190
+ | No log | 12.6364 | 278 | 0.8433 | 0.2871 | 0.8433 | 0.9183 |
191
+ | No log | 12.7273 | 280 | 0.7617 | 0.1699 | 0.7617 | 0.8727 |
192
+ | No log | 12.8182 | 282 | 0.7272 | 0.2063 | 0.7272 | 0.8528 |
193
+ | No log | 12.9091 | 284 | 0.7330 | 0.2413 | 0.7330 | 0.8562 |
194
+ | No log | 13.0 | 286 | 0.7551 | 0.2590 | 0.7551 | 0.8690 |
195
+ | No log | 13.0909 | 288 | 0.7672 | 0.2661 | 0.7672 | 0.8759 |
196
+ | No log | 13.1818 | 290 | 0.7985 | 0.2549 | 0.7985 | 0.8936 |
197
+ | No log | 13.2727 | 292 | 0.8359 | 0.2516 | 0.8359 | 0.9143 |
198
+ | No log | 13.3636 | 294 | 0.7867 | 0.3121 | 0.7867 | 0.8869 |
199
+ | No log | 13.4545 | 296 | 0.7347 | 0.2471 | 0.7347 | 0.8572 |
200
+ | No log | 13.5455 | 298 | 0.6973 | 0.2007 | 0.6973 | 0.8351 |
201
+ | No log | 13.6364 | 300 | 0.6712 | 0.2413 | 0.6712 | 0.8193 |
202
+ | No log | 13.7273 | 302 | 0.6581 | 0.2413 | 0.6581 | 0.8113 |
203
+ | No log | 13.8182 | 304 | 0.6605 | 0.2353 | 0.6605 | 0.8127 |
204
+ | No log | 13.9091 | 306 | 0.6546 | 0.2413 | 0.6546 | 0.8091 |
205
+ | No log | 14.0 | 308 | 0.6599 | 0.2715 | 0.6599 | 0.8123 |
206
+ | No log | 14.0909 | 310 | 0.6647 | 0.2715 | 0.6647 | 0.8153 |
207
+ | No log | 14.1818 | 312 | 0.6833 | 0.2749 | 0.6833 | 0.8266 |
208
+ | No log | 14.2727 | 314 | 0.6919 | 0.2780 | 0.6919 | 0.8318 |
209
+ | No log | 14.3636 | 316 | 0.7011 | 0.2953 | 0.7011 | 0.8373 |
210
+ | No log | 14.4545 | 318 | 0.7504 | 0.3942 | 0.7504 | 0.8663 |
211
+ | No log | 14.5455 | 320 | 0.8293 | 0.2697 | 0.8293 | 0.9107 |
212
+ | No log | 14.6364 | 322 | 0.8069 | 0.2904 | 0.8069 | 0.8983 |
213
+ | No log | 14.7273 | 324 | 0.7521 | 0.2285 | 0.7521 | 0.8672 |
214
+ | No log | 14.8182 | 326 | 0.7431 | 0.2685 | 0.7431 | 0.8621 |
215
+ | No log | 14.9091 | 328 | 0.7302 | 0.2652 | 0.7302 | 0.8545 |
216
+ | No log | 15.0 | 330 | 0.7311 | 0.2867 | 0.7311 | 0.8550 |
217
+ | No log | 15.0909 | 332 | 0.7351 | 0.3122 | 0.7351 | 0.8574 |
218
+ | No log | 15.1818 | 334 | 0.7335 | 0.2834 | 0.7335 | 0.8565 |
219
+ | No log | 15.2727 | 336 | 0.7462 | 0.3478 | 0.7462 | 0.8638 |
220
+ | No log | 15.3636 | 338 | 0.7496 | 0.2907 | 0.7496 | 0.8658 |
221
+ | No log | 15.4545 | 340 | 0.7873 | 0.2129 | 0.7873 | 0.8873 |
222
+ | No log | 15.5455 | 342 | 0.8742 | 0.3012 | 0.8742 | 0.9350 |
223
+ | No log | 15.6364 | 344 | 0.8902 | 0.2826 | 0.8902 | 0.9435 |
224
+ | No log | 15.7273 | 346 | 0.8160 | 0.3206 | 0.8160 | 0.9033 |
225
+ | No log | 15.8182 | 348 | 0.7125 | 0.3478 | 0.7125 | 0.8441 |
226
+ | No log | 15.9091 | 350 | 0.6848 | 0.3492 | 0.6848 | 0.8275 |
227
+ | No log | 16.0 | 352 | 0.6953 | 0.4294 | 0.6953 | 0.8339 |
228
+ | No log | 16.0909 | 354 | 0.6994 | 0.4536 | 0.6994 | 0.8363 |
229
+ | No log | 16.1818 | 356 | 0.6781 | 0.4595 | 0.6781 | 0.8234 |
230
+ | No log | 16.2727 | 358 | 0.6467 | 0.4051 | 0.6467 | 0.8042 |
231
+ | No log | 16.3636 | 360 | 0.6629 | 0.4375 | 0.6629 | 0.8142 |
232
+ | No log | 16.4545 | 362 | 0.7142 | 0.4444 | 0.7142 | 0.8451 |
233
+ | No log | 16.5455 | 364 | 0.6926 | 0.4190 | 0.6926 | 0.8322 |
234
+ | No log | 16.6364 | 366 | 0.6508 | 0.3840 | 0.6508 | 0.8067 |
235
+ | No log | 16.7273 | 368 | 0.6159 | 0.2715 | 0.6159 | 0.7848 |
236
+ | No log | 16.8182 | 370 | 0.6169 | 0.4036 | 0.6169 | 0.7854 |
237
+ | No log | 16.9091 | 372 | 0.6739 | 0.4931 | 0.6739 | 0.8209 |
238
+ | No log | 17.0 | 374 | 0.6658 | 0.4931 | 0.6658 | 0.8159 |
239
+ | No log | 17.0909 | 376 | 0.6300 | 0.3833 | 0.6300 | 0.7937 |
240
+ | No log | 17.1818 | 378 | 0.6588 | 0.4854 | 0.6588 | 0.8117 |
241
+ | No log | 17.2727 | 380 | 0.7556 | 0.4937 | 0.7556 | 0.8693 |
242
+ | No log | 17.3636 | 382 | 0.7598 | 0.4805 | 0.7598 | 0.8717 |
243
+ | No log | 17.4545 | 384 | 0.6818 | 0.4602 | 0.6818 | 0.8257 |
244
+ | No log | 17.5455 | 386 | 0.6229 | 0.4124 | 0.6229 | 0.7892 |
245
+ | No log | 17.6364 | 388 | 0.6167 | 0.3324 | 0.6167 | 0.7853 |
246
+ | No log | 17.7273 | 390 | 0.6203 | 0.3324 | 0.6203 | 0.7876 |
247
+ | No log | 17.8182 | 392 | 0.6287 | 0.3599 | 0.6287 | 0.7929 |
248
+ | No log | 17.9091 | 394 | 0.6440 | 0.3478 | 0.6440 | 0.8025 |
249
+ | No log | 18.0 | 396 | 0.6780 | 0.3640 | 0.6780 | 0.8234 |
250
+ | No log | 18.0909 | 398 | 0.7009 | 0.4602 | 0.7009 | 0.8372 |
251
+ | No log | 18.1818 | 400 | 0.7178 | 0.4193 | 0.7178 | 0.8473 |
252
+ | No log | 18.2727 | 402 | 0.6957 | 0.3329 | 0.6957 | 0.8341 |
253
+ | No log | 18.3636 | 404 | 0.6691 | 0.3524 | 0.6691 | 0.8180 |
254
+ | No log | 18.4545 | 406 | 0.6570 | 0.3253 | 0.6570 | 0.8106 |
255
+ | No log | 18.5455 | 408 | 0.6498 | 0.2852 | 0.6498 | 0.8061 |
256
+ | No log | 18.6364 | 410 | 0.6451 | 0.2852 | 0.6451 | 0.8032 |
257
+ | No log | 18.7273 | 412 | 0.6448 | 0.2852 | 0.6448 | 0.8030 |
258
+ | No log | 18.8182 | 414 | 0.6503 | 0.3523 | 0.6503 | 0.8064 |
259
+ | No log | 18.9091 | 416 | 0.6651 | 0.3523 | 0.6651 | 0.8155 |
260
+ | No log | 19.0 | 418 | 0.6791 | 0.3144 | 0.6791 | 0.8241 |
261
+ | No log | 19.0909 | 420 | 0.6628 | 0.3183 | 0.6628 | 0.8141 |
262
+ | No log | 19.1818 | 422 | 0.6456 | 0.3213 | 0.6456 | 0.8035 |
263
+ | No log | 19.2727 | 424 | 0.6450 | 0.3860 | 0.6450 | 0.8031 |
264
+ | No log | 19.3636 | 426 | 0.6417 | 0.3780 | 0.6417 | 0.8011 |
265
+ | No log | 19.4545 | 428 | 0.6471 | 0.4345 | 0.6471 | 0.8044 |
266
+ | No log | 19.5455 | 430 | 0.6398 | 0.4345 | 0.6398 | 0.7999 |
267
+ | No log | 19.6364 | 432 | 0.6381 | 0.3183 | 0.6381 | 0.7988 |
268
+ | No log | 19.7273 | 434 | 0.6548 | 0.2907 | 0.6548 | 0.8092 |
269
+ | No log | 19.8182 | 436 | 0.6629 | 0.3572 | 0.6629 | 0.8142 |
270
+ | No log | 19.9091 | 438 | 0.6628 | 0.3498 | 0.6628 | 0.8141 |
271
+ | No log | 20.0 | 440 | 0.6658 | 0.3498 | 0.6658 | 0.8160 |
272
+ | No log | 20.0909 | 442 | 0.6671 | 0.3498 | 0.6671 | 0.8167 |
273
+ | No log | 20.1818 | 444 | 0.6548 | 0.3011 | 0.6548 | 0.8092 |
274
+ | No log | 20.2727 | 446 | 0.6505 | 0.2852 | 0.6505 | 0.8065 |
275
+ | No log | 20.3636 | 448 | 0.6386 | 0.2852 | 0.6386 | 0.7991 |
276
+ | No log | 20.4545 | 450 | 0.6392 | 0.2852 | 0.6392 | 0.7995 |
277
+ | No log | 20.5455 | 452 | 0.6441 | 0.2852 | 0.6441 | 0.8026 |
278
+ | No log | 20.6364 | 454 | 0.6735 | 0.2007 | 0.6735 | 0.8206 |
279
+ | No log | 20.7273 | 456 | 0.7331 | 0.3060 | 0.7331 | 0.8562 |
280
+ | No log | 20.8182 | 458 | 0.7511 | 0.3060 | 0.7511 | 0.8666 |
281
+ | No log | 20.9091 | 460 | 0.7029 | 0.3525 | 0.7029 | 0.8384 |
282
+ | No log | 21.0 | 462 | 0.6607 | 0.3352 | 0.6607 | 0.8129 |
283
+ | No log | 21.0909 | 464 | 0.6603 | 0.3213 | 0.6603 | 0.8126 |
284
+ | No log | 21.1818 | 466 | 0.6631 | 0.3141 | 0.6631 | 0.8143 |
285
+ | No log | 21.2727 | 468 | 0.6822 | 0.2943 | 0.6822 | 0.8260 |
286
+ | No log | 21.3636 | 470 | 0.7324 | 0.3918 | 0.7324 | 0.8558 |
287
+ | No log | 21.4545 | 472 | 0.7397 | 0.3918 | 0.7397 | 0.8601 |
288
+ | No log | 21.5455 | 474 | 0.7124 | 0.4352 | 0.7124 | 0.8440 |
289
+ | No log | 21.6364 | 476 | 0.6854 | 0.2943 | 0.6854 | 0.8279 |
290
+ | No log | 21.7273 | 478 | 0.6573 | 0.3141 | 0.6573 | 0.8107 |
291
+ | No log | 21.8182 | 480 | 0.6478 | 0.3454 | 0.6478 | 0.8048 |
292
+ | No log | 21.9091 | 482 | 0.6381 | 0.3141 | 0.6381 | 0.7988 |
293
+ | No log | 22.0 | 484 | 0.6327 | 0.2715 | 0.6327 | 0.7954 |
294
+ | No log | 22.0909 | 486 | 0.6368 | 0.2936 | 0.6368 | 0.7980 |
295
+ | No log | 22.1818 | 488 | 0.6319 | 0.2652 | 0.6319 | 0.7949 |
296
+ | No log | 22.2727 | 490 | 0.6371 | 0.2622 | 0.6371 | 0.7982 |
297
+ | No log | 22.3636 | 492 | 0.6566 | 0.3478 | 0.6566 | 0.8103 |
298
+ | No log | 22.4545 | 494 | 0.6914 | 0.3942 | 0.6914 | 0.8315 |
299
+ | No log | 22.5455 | 496 | 0.7001 | 0.3688 | 0.7001 | 0.8367 |
300
+ | No log | 22.6364 | 498 | 0.6745 | 0.3478 | 0.6745 | 0.8213 |
301
+ | 0.2995 | 22.7273 | 500 | 0.6705 | 0.3002 | 0.6705 | 0.8188 |
302
+ | 0.2995 | 22.8182 | 502 | 0.6852 | 0.3280 | 0.6852 | 0.8278 |
303
+ | 0.2995 | 22.9091 | 504 | 0.7146 | 0.3224 | 0.7146 | 0.8453 |
304
+ | 0.2995 | 23.0 | 506 | 0.7422 | 0.3648 | 0.7422 | 0.8615 |
305
+ | 0.2995 | 23.0909 | 508 | 0.7573 | 0.3586 | 0.7573 | 0.8702 |
306
+ | 0.2995 | 23.1818 | 510 | 0.7709 | 0.3906 | 0.7709 | 0.8780 |
307
+ | 0.2995 | 23.2727 | 512 | 0.7832 | 0.3679 | 0.7832 | 0.8850 |
308
+ | 0.2995 | 23.3636 | 514 | 0.7432 | 0.3626 | 0.7432 | 0.8621 |
309
+ | 0.2995 | 23.4545 | 516 | 0.7188 | 0.3865 | 0.7188 | 0.8478 |
310
+ | 0.2995 | 23.5455 | 518 | 0.6860 | 0.4186 | 0.6860 | 0.8282 |
311
+ | 0.2995 | 23.6364 | 520 | 0.6585 | 0.4281 | 0.6585 | 0.8115 |
312
+ | 0.2995 | 23.7273 | 522 | 0.6430 | 0.4067 | 0.6430 | 0.8019 |
313
+ | 0.2995 | 23.8182 | 524 | 0.6403 | 0.3840 | 0.6403 | 0.8002 |
314
+ | 0.2995 | 23.9091 | 526 | 0.6410 | 0.3840 | 0.6410 | 0.8006 |
315
+ | 0.2995 | 24.0 | 528 | 0.6476 | 0.3840 | 0.6476 | 0.8047 |
316
+ | 0.2995 | 24.0909 | 530 | 0.6512 | 0.3840 | 0.6512 | 0.8070 |
317
+ | 0.2995 | 24.1818 | 532 | 0.6415 | 0.3945 | 0.6415 | 0.8010 |
318
+ | 0.2995 | 24.2727 | 534 | 0.6195 | 0.3141 | 0.6195 | 0.7871 |
319
+ | 0.2995 | 24.3636 | 536 | 0.6105 | 0.3407 | 0.6105 | 0.7814 |
320
+ | 0.2995 | 24.4545 | 538 | 0.6054 | 0.3703 | 0.6054 | 0.7781 |
321
+ | 0.2995 | 24.5455 | 540 | 0.6069 | 0.4441 | 0.6069 | 0.7790 |
322
+ | 0.2995 | 24.6364 | 542 | 0.6096 | 0.4171 | 0.6096 | 0.7808 |
323
+ | 0.2995 | 24.7273 | 544 | 0.6066 | 0.4482 | 0.6066 | 0.7788 |
324
+ | 0.2995 | 24.8182 | 546 | 0.5959 | 0.4229 | 0.5959 | 0.7720 |
325
+ | 0.2995 | 24.9091 | 548 | 0.6000 | 0.4482 | 0.6000 | 0.7746 |
326
+ | 0.2995 | 25.0 | 550 | 0.6161 | 0.3763 | 0.6161 | 0.7849 |
327
+ | 0.2995 | 25.0909 | 552 | 0.6458 | 0.4827 | 0.6458 | 0.8036 |
328
+ | 0.2995 | 25.1818 | 554 | 0.6552 | 0.4964 | 0.6552 | 0.8094 |
329
+ | 0.2995 | 25.2727 | 556 | 0.6344 | 0.4777 | 0.6344 | 0.7965 |
330
+ | 0.2995 | 25.3636 | 558 | 0.6404 | 0.5056 | 0.6404 | 0.8002 |
331
+ | 0.2995 | 25.4545 | 560 | 0.6373 | 0.4997 | 0.6373 | 0.7983 |
332
+ | 0.2995 | 25.5455 | 562 | 0.6457 | 0.4777 | 0.6457 | 0.8035 |
333
+ | 0.2995 | 25.6364 | 564 | 0.6606 | 0.4476 | 0.6606 | 0.8127 |
334
+ | 0.2995 | 25.7273 | 566 | 0.6827 | 0.5293 | 0.6827 | 0.8263 |
335
+ | 0.2995 | 25.8182 | 568 | 0.6603 | 0.4294 | 0.6603 | 0.8126 |
336
+ | 0.2995 | 25.9091 | 570 | 0.6343 | 0.4292 | 0.6343 | 0.7964 |
337
+ | 0.2995 | 26.0 | 572 | 0.6240 | 0.5123 | 0.6240 | 0.7899 |
338
+ | 0.2995 | 26.0909 | 574 | 0.6221 | 0.3995 | 0.6221 | 0.7887 |
339
+ | 0.2995 | 26.1818 | 576 | 0.6289 | 0.5383 | 0.6289 | 0.7931 |
340
+ | 0.2995 | 26.2727 | 578 | 0.6427 | 0.5156 | 0.6427 | 0.8017 |
341
+ | 0.2995 | 26.3636 | 580 | 0.6546 | 0.5114 | 0.6546 | 0.8091 |
342
+ | 0.2995 | 26.4545 | 582 | 0.6601 | 0.5360 | 0.6601 | 0.8125 |
343
+ | 0.2995 | 26.5455 | 584 | 0.6574 | 0.5513 | 0.6574 | 0.8108 |
344
+ | 0.2995 | 26.6364 | 586 | 0.6593 | 0.4507 | 0.6593 | 0.8120 |
345
+ | 0.2995 | 26.7273 | 588 | 0.6541 | 0.4096 | 0.6541 | 0.8088 |
346
+ | 0.2995 | 26.8182 | 590 | 0.6419 | 0.3934 | 0.6419 | 0.8012 |
347
+ | 0.2995 | 26.9091 | 592 | 0.6364 | 0.4194 | 0.6364 | 0.7978 |
348
+ | 0.2995 | 27.0 | 594 | 0.6542 | 0.4212 | 0.6542 | 0.8088 |
349
+ | 0.2995 | 27.0909 | 596 | 0.6887 | 0.4190 | 0.6887 | 0.8299 |
350
+ | 0.2995 | 27.1818 | 598 | 0.7024 | 0.3918 | 0.7024 | 0.8381 |
351
+ | 0.2995 | 27.2727 | 600 | 0.6907 | 0.4190 | 0.6907 | 0.8311 |
352
+ | 0.2995 | 27.3636 | 602 | 0.6855 | 0.4190 | 0.6855 | 0.8279 |
353
+ | 0.2995 | 27.4545 | 604 | 0.6883 | 0.4190 | 0.6883 | 0.8296 |
354
+ | 0.2995 | 27.5455 | 606 | 0.6807 | 0.4451 | 0.6807 | 0.8250 |
355
+ | 0.2995 | 27.6364 | 608 | 0.6762 | 0.4542 | 0.6762 | 0.8223 |
356
+ | 0.2995 | 27.7273 | 610 | 0.6726 | 0.4542 | 0.6726 | 0.8202 |
357
+ | 0.2995 | 27.8182 | 612 | 0.6518 | 0.3914 | 0.6518 | 0.8073 |
358
+ | 0.2995 | 27.9091 | 614 | 0.6349 | 0.4201 | 0.6349 | 0.7968 |
359
+ | 0.2995 | 28.0 | 616 | 0.6248 | 0.3835 | 0.6248 | 0.7904 |
360
+ | 0.2995 | 28.0909 | 618 | 0.6221 | 0.3835 | 0.6221 | 0.7887 |
361
+ | 0.2995 | 28.1818 | 620 | 0.6224 | 0.3886 | 0.6224 | 0.7889 |
362
+ | 0.2995 | 28.2727 | 622 | 0.6233 | 0.4278 | 0.6233 | 0.7895 |
363
+ | 0.2995 | 28.3636 | 624 | 0.6320 | 0.3841 | 0.6320 | 0.7950 |
364
+ | 0.2995 | 28.4545 | 626 | 0.6503 | 0.4625 | 0.6503 | 0.8064 |
365
+ | 0.2995 | 28.5455 | 628 | 0.6487 | 0.4625 | 0.6487 | 0.8054 |
366
+ | 0.2995 | 28.6364 | 630 | 0.6269 | 0.4705 | 0.6269 | 0.7918 |
367
+ | 0.2995 | 28.7273 | 632 | 0.6202 | 0.3939 | 0.6202 | 0.7875 |
368
+ | 0.2995 | 28.8182 | 634 | 0.6260 | 0.3939 | 0.6260 | 0.7912 |
369
+ | 0.2995 | 28.9091 | 636 | 0.6299 | 0.3939 | 0.6299 | 0.7936 |
370
+ | 0.2995 | 29.0 | 638 | 0.6369 | 0.3995 | 0.6369 | 0.7981 |
371
+ | 0.2995 | 29.0909 | 640 | 0.6448 | 0.3995 | 0.6448 | 0.8030 |
372
+ | 0.2995 | 29.1818 | 642 | 0.6544 | 0.3407 | 0.6544 | 0.8090 |
373
+ | 0.2995 | 29.2727 | 644 | 0.6656 | 0.3100 | 0.6656 | 0.8159 |
374
+ | 0.2995 | 29.3636 | 646 | 0.6828 | 0.3689 | 0.6828 | 0.8263 |
375
+ | 0.2995 | 29.4545 | 648 | 0.6793 | 0.3375 | 0.6793 | 0.8242 |
376
+ | 0.2995 | 29.5455 | 650 | 0.6766 | 0.3460 | 0.6766 | 0.8226 |
377
+ | 0.2995 | 29.6364 | 652 | 0.6816 | 0.3504 | 0.6816 | 0.8256 |
378
+ | 0.2995 | 29.7273 | 654 | 0.6908 | 0.3144 | 0.6908 | 0.8311 |
379
+ | 0.2995 | 29.8182 | 656 | 0.6744 | 0.2852 | 0.6744 | 0.8212 |
380
+ | 0.2995 | 29.9091 | 658 | 0.6596 | 0.2852 | 0.6596 | 0.8121 |
381
+ | 0.2995 | 30.0 | 660 | 0.6581 | 0.2852 | 0.6581 | 0.8112 |
382
+ | 0.2995 | 30.0909 | 662 | 0.6694 | 0.2506 | 0.6694 | 0.8181 |
383
+ | 0.2995 | 30.1818 | 664 | 0.6984 | 0.2506 | 0.6984 | 0.8357 |
384
 
385
 
386
  ### Framework versions