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README.md CHANGED
@@ -1,6 +1,4 @@
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  ---
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- language:
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- - id
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  license: mit
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  base_model: indolem/indobert-base-uncased
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  tags:
@@ -17,31 +15,31 @@ should probably proofread and complete it, then remove this comment. -->
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  This model is a fine-tuned version of [indolem/indobert-base-uncased](https://huggingface.co/indolem/indobert-base-uncased) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.1774
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- - Location Precision: 0.8312
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- - Location Recall: 0.8767
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- - Location F1: 0.8533
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  - Location Number: 73
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- - Organization Precision: 0.7042
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- - Organization Recall: 0.7692
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- - Organization F1: 0.7353
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  - Organization Number: 65
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- - Person Precision: 0.8662
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- - Person Recall: 0.9067
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- - Person F1: 0.8860
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  - Person Number: 150
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- - Quantity Precision: 0.75
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- - Quantity Recall: 0.8276
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- - Quantity F1: 0.7869
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  - Quantity Number: 29
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- - Time Precision: 0.8286
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- - Time Recall: 0.8529
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- - Time F1: 0.8406
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  - Time Number: 34
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- - Overall Precision: 0.8145
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- - Overall Recall: 0.8632
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- - Overall F1: 0.8382
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- - Overall Accuracy: 0.9643
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  ## Model description
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@@ -72,106 +70,106 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Location Precision | Location Recall | Location F1 | Location Number | Organization Precision | Organization Recall | Organization F1 | Organization Number | Person Precision | Person Recall | Person F1 | Person Number | Quantity Precision | Quantity Recall | Quantity F1 | Quantity Number | Time Precision | Time Recall | Time F1 | Time Number | Overall Precision | Overall Recall | Overall F1 | Overall Accuracy |
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  |:-------------:|:-----:|:-----:|:---------------:|:------------------:|:---------------:|:-----------:|:---------------:|:----------------------:|:-------------------:|:---------------:|:-------------------:|:----------------:|:-------------:|:---------:|:-------------:|:------------------:|:---------------:|:-----------:|:---------------:|:--------------:|:-----------:|:-------:|:-----------:|:-----------------:|:--------------:|:----------:|:----------------:|
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- | 1.0203 | 1.0 | 106 | 0.5919 | 0.0 | 0.0 | 0.0 | 73 | 0.0 | 0.0 | 0.0 | 65 | 0.1429 | 0.02 | 0.0351 | 150 | 0.0 | 0.0 | 0.0 | 29 | 0.3333 | 0.0294 | 0.0541 | 34 | 0.1081 | 0.0114 | 0.0206 | 0.8400 |
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- | 0.5053 | 2.0 | 212 | 0.3727 | 0.4286 | 0.2055 | 0.2778 | 73 | 0.0702 | 0.0615 | 0.0656 | 65 | 0.5736 | 0.7533 | 0.6513 | 150 | 0.125 | 0.0690 | 0.0889 | 29 | 0.5152 | 0.5 | 0.5075 | 34 | 0.4467 | 0.4302 | 0.4383 | 0.8952 |
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- | 0.3221 | 3.0 | 318 | 0.2198 | 0.5532 | 0.7123 | 0.6228 | 73 | 0.2963 | 0.2462 | 0.2689 | 65 | 0.7486 | 0.8933 | 0.8146 | 150 | 0.4872 | 0.6552 | 0.5588 | 29 | 0.7838 | 0.8529 | 0.8169 | 34 | 0.6203 | 0.7123 | 0.6631 | 0.9306 |
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- | 0.2222 | 4.0 | 424 | 0.1765 | 0.6341 | 0.7123 | 0.6710 | 73 | 0.5056 | 0.6923 | 0.5844 | 65 | 0.7895 | 0.9 | 0.8411 | 150 | 0.5789 | 0.7586 | 0.6567 | 29 | 0.7692 | 0.8824 | 0.8219 | 34 | 0.6778 | 0.8091 | 0.7377 | 0.9417 |
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- | 0.1869 | 5.0 | 530 | 0.1599 | 0.6923 | 0.8630 | 0.7683 | 73 | 0.5258 | 0.7846 | 0.6296 | 65 | 0.8036 | 0.9 | 0.8491 | 150 | 0.525 | 0.7241 | 0.6087 | 29 | 0.6977 | 0.8824 | 0.7792 | 34 | 0.6834 | 0.8547 | 0.7595 | 0.9473 |
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- | 0.169 | 6.0 | 636 | 0.1962 | 0.6333 | 0.7808 | 0.6994 | 73 | 0.5 | 0.8 | 0.6154 | 65 | 0.8323 | 0.9267 | 0.8770 | 150 | 0.4694 | 0.7931 | 0.5897 | 29 | 0.6042 | 0.8529 | 0.7073 | 34 | 0.6550 | 0.8547 | 0.7417 | 0.9318 |
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- | 0.154 | 7.0 | 742 | 0.1468 | 0.6813 | 0.8493 | 0.7561 | 73 | 0.6 | 0.7385 | 0.6621 | 65 | 0.8466 | 0.92 | 0.8818 | 150 | 0.6 | 0.8276 | 0.6957 | 29 | 0.6744 | 0.8529 | 0.7532 | 34 | 0.7218 | 0.8575 | 0.7839 | 0.9493 |
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- | 0.1439 | 8.0 | 848 | 0.1457 | 0.6951 | 0.7808 | 0.7355 | 73 | 0.6047 | 0.8 | 0.6887 | 65 | 0.8373 | 0.9267 | 0.8797 | 150 | 0.6316 | 0.8276 | 0.7164 | 29 | 0.7073 | 0.8529 | 0.7733 | 34 | 0.7288 | 0.8575 | 0.7880 | 0.9505 |
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- | 0.1317 | 9.0 | 954 | 0.1383 | 0.7439 | 0.8356 | 0.7871 | 73 | 0.5455 | 0.8308 | 0.6585 | 65 | 0.8571 | 0.92 | 0.8875 | 150 | 0.6486 | 0.8276 | 0.7273 | 29 | 0.725 | 0.8529 | 0.7838 | 34 | 0.7303 | 0.8718 | 0.7948 | 0.9525 |
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- | 0.1261 | 10.0 | 1060 | 0.1303 | 0.7875 | 0.8630 | 0.8235 | 73 | 0.6047 | 0.8 | 0.6887 | 65 | 0.8509 | 0.9133 | 0.8810 | 150 | 0.6389 | 0.7931 | 0.7077 | 29 | 0.7692 | 0.8824 | 0.8219 | 34 | 0.7587 | 0.8689 | 0.8101 | 0.9559 |
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- | 0.1191 | 11.0 | 1166 | 0.1253 | 0.7564 | 0.8082 | 0.7815 | 73 | 0.6711 | 0.7846 | 0.7234 | 65 | 0.8571 | 0.92 | 0.8875 | 150 | 0.6111 | 0.7586 | 0.6769 | 29 | 0.7436 | 0.8529 | 0.7945 | 34 | 0.7667 | 0.8519 | 0.8070 | 0.9596 |
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- | 0.1131 | 12.0 | 1272 | 0.1430 | 0.6667 | 0.8219 | 0.7362 | 73 | 0.6044 | 0.8462 | 0.7051 | 65 | 0.8580 | 0.9267 | 0.8910 | 150 | 0.6757 | 0.8621 | 0.7576 | 29 | 0.6744 | 0.8529 | 0.7532 | 34 | 0.7281 | 0.8775 | 0.7959 | 0.9537 |
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- | 0.1101 | 13.0 | 1378 | 0.1346 | 0.7792 | 0.8219 | 0.8000 | 73 | 0.6395 | 0.8462 | 0.7285 | 65 | 0.8634 | 0.9267 | 0.8939 | 150 | 0.55 | 0.7586 | 0.6377 | 29 | 0.7436 | 0.8529 | 0.7945 | 34 | 0.7568 | 0.8689 | 0.8090 | 0.9564 |
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- | 0.105 | 14.0 | 1484 | 0.1345 | 0.7294 | 0.8493 | 0.7848 | 73 | 0.6711 | 0.7846 | 0.7234 | 65 | 0.8679 | 0.92 | 0.8932 | 150 | 0.6579 | 0.8621 | 0.7463 | 29 | 0.725 | 0.8529 | 0.7838 | 34 | 0.7663 | 0.8689 | 0.8144 | 0.9591 |
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- | 0.1043 | 15.0 | 1590 | 0.1266 | 0.75 | 0.8219 | 0.7843 | 73 | 0.6795 | 0.8154 | 0.7413 | 65 | 0.8790 | 0.92 | 0.8990 | 150 | 0.6757 | 0.8621 | 0.7576 | 29 | 0.7436 | 0.8529 | 0.7945 | 34 | 0.7801 | 0.8689 | 0.8221 | 0.9611 |
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- | 0.0979 | 16.0 | 1696 | 0.1488 | 0.7407 | 0.8219 | 0.7792 | 73 | 0.6322 | 0.8462 | 0.7237 | 65 | 0.8696 | 0.9333 | 0.9003 | 150 | 0.5581 | 0.8276 | 0.6667 | 29 | 0.6667 | 0.8235 | 0.7368 | 34 | 0.7415 | 0.8746 | 0.8026 | 0.9527 |
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- | 0.0954 | 17.0 | 1802 | 0.1349 | 0.775 | 0.8493 | 0.8105 | 73 | 0.6265 | 0.8 | 0.7027 | 65 | 0.8696 | 0.9333 | 0.9003 | 150 | 0.7059 | 0.8276 | 0.7619 | 29 | 0.6905 | 0.8529 | 0.7632 | 34 | 0.7675 | 0.8746 | 0.8176 | 0.9589 |
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- | 0.0928 | 18.0 | 1908 | 0.1342 | 0.7439 | 0.8356 | 0.7871 | 73 | 0.6543 | 0.8154 | 0.7260 | 65 | 0.8562 | 0.9133 | 0.8839 | 150 | 0.6944 | 0.8621 | 0.7692 | 29 | 0.725 | 0.8529 | 0.7838 | 34 | 0.7644 | 0.8689 | 0.8133 | 0.9596 |
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- | 0.0884 | 19.0 | 2014 | 0.1289 | 0.7848 | 0.8493 | 0.8158 | 73 | 0.6494 | 0.7692 | 0.7042 | 65 | 0.8734 | 0.92 | 0.8961 | 150 | 0.6857 | 0.8276 | 0.75 | 29 | 0.7436 | 0.8529 | 0.7945 | 34 | 0.7809 | 0.8632 | 0.8200 | 0.9616 |
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- | 0.0851 | 20.0 | 2120 | 0.1377 | 0.7229 | 0.8219 | 0.7692 | 73 | 0.6795 | 0.8154 | 0.7413 | 65 | 0.8625 | 0.92 | 0.8903 | 150 | 0.7059 | 0.8276 | 0.7619 | 29 | 0.725 | 0.8529 | 0.7838 | 34 | 0.7696 | 0.8661 | 0.8150 | 0.9616 |
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- | 0.0819 | 21.0 | 2226 | 0.1296 | 0.7875 | 0.8630 | 0.8235 | 73 | 0.6709 | 0.8154 | 0.7361 | 65 | 0.8734 | 0.92 | 0.8961 | 150 | 0.7059 | 0.8276 | 0.7619 | 29 | 0.8056 | 0.8529 | 0.8286 | 34 | 0.7933 | 0.8746 | 0.8320 | 0.9633 |
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- | 0.0858 | 22.0 | 2332 | 0.1301 | 0.7792 | 0.8219 | 0.8000 | 73 | 0.6353 | 0.8308 | 0.7200 | 65 | 0.8734 | 0.92 | 0.8961 | 150 | 0.7576 | 0.8621 | 0.8065 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.7887 | 0.8718 | 0.8281 | 0.9614 |
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- | 0.0789 | 23.0 | 2438 | 0.1356 | 0.7531 | 0.8356 | 0.7922 | 73 | 0.6986 | 0.7846 | 0.7391 | 65 | 0.8805 | 0.9333 | 0.9061 | 150 | 0.7353 | 0.8621 | 0.7937 | 29 | 0.7838 | 0.8529 | 0.8169 | 34 | 0.7969 | 0.8718 | 0.8327 | 0.9628 |
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- | 0.0763 | 24.0 | 2544 | 0.1364 | 0.7595 | 0.8219 | 0.7895 | 73 | 0.6386 | 0.8154 | 0.7162 | 65 | 0.8797 | 0.9267 | 0.9026 | 150 | 0.7576 | 0.8621 | 0.8065 | 29 | 0.7436 | 0.8529 | 0.7945 | 34 | 0.7806 | 0.8718 | 0.8237 | 0.9614 |
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- | 0.0734 | 25.0 | 2650 | 0.1438 | 0.7375 | 0.8082 | 0.7712 | 73 | 0.6842 | 0.8 | 0.7376 | 65 | 0.875 | 0.9333 | 0.9032 | 150 | 0.6857 | 0.8276 | 0.75 | 29 | 0.7073 | 0.8529 | 0.7733 | 34 | 0.7755 | 0.8661 | 0.8183 | 0.9611 |
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- | 0.0731 | 26.0 | 2756 | 0.1499 | 0.7375 | 0.8082 | 0.7712 | 73 | 0.6579 | 0.7692 | 0.7092 | 65 | 0.8688 | 0.9267 | 0.8968 | 150 | 0.6486 | 0.8276 | 0.7273 | 29 | 0.7436 | 0.8529 | 0.7945 | 34 | 0.7679 | 0.8575 | 0.8102 | 0.9589 |
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- | 0.0704 | 27.0 | 2862 | 0.1502 | 0.7625 | 0.8356 | 0.7974 | 73 | 0.6842 | 0.8 | 0.7376 | 65 | 0.8476 | 0.9267 | 0.8854 | 150 | 0.6316 | 0.8276 | 0.7164 | 29 | 0.7179 | 0.8235 | 0.7671 | 34 | 0.7657 | 0.8661 | 0.8128 | 0.9591 |
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- | 0.0679 | 28.0 | 2968 | 0.1447 | 0.7692 | 0.8219 | 0.7947 | 73 | 0.6835 | 0.8308 | 0.75 | 65 | 0.8742 | 0.9267 | 0.8997 | 150 | 0.6571 | 0.7931 | 0.7188 | 29 | 0.7436 | 0.8529 | 0.7945 | 34 | 0.7821 | 0.8689 | 0.8232 | 0.9619 |
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- | 0.0657 | 29.0 | 3074 | 0.1336 | 0.7949 | 0.8493 | 0.8212 | 73 | 0.6585 | 0.8308 | 0.7347 | 65 | 0.8831 | 0.9067 | 0.8947 | 150 | 0.7059 | 0.8276 | 0.7619 | 29 | 0.9118 | 0.9118 | 0.9118 | 34 | 0.8037 | 0.8746 | 0.8377 | 0.9646 |
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- | 0.067 | 30.0 | 3180 | 0.1437 | 0.7763 | 0.8082 | 0.7919 | 73 | 0.6463 | 0.8154 | 0.7211 | 65 | 0.8790 | 0.92 | 0.8990 | 150 | 0.6857 | 0.8276 | 0.75 | 29 | 0.8056 | 0.8529 | 0.8286 | 34 | 0.7850 | 0.8632 | 0.8223 | 0.9614 |
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- | 0.0649 | 31.0 | 3286 | 0.1422 | 0.7711 | 0.8767 | 0.8205 | 73 | 0.7042 | 0.7692 | 0.7353 | 65 | 0.8846 | 0.92 | 0.9020 | 150 | 0.6857 | 0.8276 | 0.75 | 29 | 0.7368 | 0.8235 | 0.7778 | 34 | 0.7937 | 0.8661 | 0.8283 | 0.9626 |
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- | 0.0619 | 32.0 | 3392 | 0.1524 | 0.7407 | 0.8219 | 0.7792 | 73 | 0.6322 | 0.8462 | 0.7237 | 65 | 0.8734 | 0.92 | 0.8961 | 150 | 0.6857 | 0.8276 | 0.75 | 29 | 0.8333 | 0.8824 | 0.8571 | 34 | 0.7733 | 0.8746 | 0.8209 | 0.9594 |
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- | 0.0616 | 33.0 | 3498 | 0.1474 | 0.7922 | 0.8356 | 0.8133 | 73 | 0.6944 | 0.7692 | 0.7299 | 65 | 0.8726 | 0.9133 | 0.8925 | 150 | 0.6857 | 0.8276 | 0.75 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.7968 | 0.8604 | 0.8274 | 0.9623 |
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- | 0.0597 | 34.0 | 3604 | 0.1495 | 0.7778 | 0.8630 | 0.8182 | 73 | 0.6471 | 0.8462 | 0.7333 | 65 | 0.8562 | 0.9133 | 0.8839 | 150 | 0.7353 | 0.8621 | 0.7937 | 29 | 0.7632 | 0.8529 | 0.8056 | 34 | 0.7764 | 0.8803 | 0.8251 | 0.9589 |
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- | 0.0594 | 35.0 | 3710 | 0.1555 | 0.7349 | 0.8356 | 0.7821 | 73 | 0.6709 | 0.8154 | 0.7361 | 65 | 0.8405 | 0.9133 | 0.8754 | 150 | 0.6857 | 0.8276 | 0.75 | 29 | 0.7436 | 0.8529 | 0.7945 | 34 | 0.7619 | 0.8661 | 0.8107 | 0.9582 |
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- | 0.0572 | 36.0 | 3816 | 0.1508 | 0.7848 | 0.8493 | 0.8158 | 73 | 0.6667 | 0.8 | 0.7273 | 65 | 0.8710 | 0.9 | 0.8852 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.8108 | 0.8824 | 0.8451 | 34 | 0.7932 | 0.8632 | 0.8267 | 0.9626 |
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- | 0.0543 | 37.0 | 3922 | 0.1685 | 0.7778 | 0.8630 | 0.8182 | 73 | 0.5510 | 0.8308 | 0.6626 | 65 | 0.8553 | 0.9067 | 0.8803 | 150 | 0.6857 | 0.8276 | 0.75 | 29 | 0.7838 | 0.8529 | 0.8169 | 34 | 0.7463 | 0.8718 | 0.8042 | 0.9550 |
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- | 0.055 | 38.0 | 4028 | 0.1547 | 0.7692 | 0.8219 | 0.7947 | 73 | 0.6623 | 0.7846 | 0.7183 | 65 | 0.8662 | 0.9067 | 0.8860 | 150 | 0.7059 | 0.8276 | 0.7619 | 29 | 0.8158 | 0.9118 | 0.8611 | 34 | 0.7865 | 0.8604 | 0.8218 | 0.9616 |
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- | 0.051 | 39.0 | 4134 | 0.1454 | 0.8158 | 0.8493 | 0.8322 | 73 | 0.6974 | 0.8154 | 0.7518 | 65 | 0.8562 | 0.9133 | 0.8839 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8108 | 0.8824 | 0.8451 | 34 | 0.8031 | 0.8718 | 0.8361 | 0.9646 |
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- | 0.053 | 40.0 | 4240 | 0.1516 | 0.7922 | 0.8356 | 0.8133 | 73 | 0.6235 | 0.8154 | 0.7067 | 65 | 0.8654 | 0.9 | 0.8824 | 150 | 0.7059 | 0.8276 | 0.7619 | 29 | 0.7778 | 0.8235 | 0.8000 | 34 | 0.7758 | 0.8575 | 0.8146 | 0.9599 |
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- | 0.0526 | 41.0 | 4346 | 0.1492 | 0.7407 | 0.8219 | 0.7792 | 73 | 0.6623 | 0.7846 | 0.7183 | 65 | 0.8599 | 0.9 | 0.8795 | 150 | 0.6857 | 0.8276 | 0.75 | 29 | 0.7632 | 0.8529 | 0.8056 | 34 | 0.7706 | 0.8519 | 0.8092 | 0.9591 |
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- | 0.0497 | 42.0 | 4452 | 0.1492 | 0.8243 | 0.8356 | 0.8299 | 73 | 0.6585 | 0.8308 | 0.7347 | 65 | 0.8544 | 0.9 | 0.8766 | 150 | 0.7353 | 0.8621 | 0.7937 | 29 | 0.7838 | 0.8529 | 0.8169 | 34 | 0.7896 | 0.8661 | 0.8261 | 0.9631 |
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- | 0.0499 | 43.0 | 4558 | 0.1508 | 0.75 | 0.8219 | 0.7843 | 73 | 0.6712 | 0.7538 | 0.7101 | 65 | 0.8662 | 0.9067 | 0.8860 | 150 | 0.7059 | 0.8276 | 0.7619 | 29 | 0.8333 | 0.8824 | 0.8571 | 34 | 0.7868 | 0.8519 | 0.8181 | 0.9614 |
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- | 0.0474 | 44.0 | 4664 | 0.1511 | 0.8182 | 0.8630 | 0.8400 | 73 | 0.6892 | 0.7846 | 0.7338 | 65 | 0.8571 | 0.92 | 0.8875 | 150 | 0.7353 | 0.8621 | 0.7937 | 29 | 0.8378 | 0.9118 | 0.8732 | 34 | 0.8042 | 0.8775 | 0.8392 | 0.9636 |
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- | 0.0499 | 45.0 | 4770 | 0.1504 | 0.8289 | 0.8630 | 0.8456 | 73 | 0.6842 | 0.8 | 0.7376 | 65 | 0.8671 | 0.9133 | 0.8896 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8108 | 0.8824 | 0.8451 | 34 | 0.8074 | 0.8718 | 0.8384 | 0.9641 |
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- | 0.0477 | 46.0 | 4876 | 0.1518 | 0.7922 | 0.8356 | 0.8133 | 73 | 0.6543 | 0.8154 | 0.7260 | 65 | 0.8671 | 0.9133 | 0.8896 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.7692 | 0.8824 | 0.8219 | 34 | 0.7881 | 0.8689 | 0.8266 | 0.9626 |
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- | 0.0463 | 47.0 | 4982 | 0.1598 | 0.7922 | 0.8356 | 0.8133 | 73 | 0.6552 | 0.8769 | 0.75 | 65 | 0.8509 | 0.9133 | 0.8810 | 150 | 0.6857 | 0.8276 | 0.75 | 29 | 0.7632 | 0.8529 | 0.8056 | 34 | 0.7739 | 0.8775 | 0.8224 | 0.9596 |
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- | 0.0458 | 48.0 | 5088 | 0.1668 | 0.7590 | 0.8630 | 0.8077 | 73 | 0.6420 | 0.8 | 0.7123 | 65 | 0.8616 | 0.9133 | 0.8867 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.7766 | 0.8718 | 0.8215 | 0.9599 |
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- | 0.0428 | 49.0 | 5194 | 0.1631 | 0.7590 | 0.8630 | 0.8077 | 73 | 0.6543 | 0.8154 | 0.7260 | 65 | 0.85 | 0.9067 | 0.8774 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.7692 | 0.8824 | 0.8219 | 34 | 0.7727 | 0.8718 | 0.8193 | 0.9596 |
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- | 0.0437 | 50.0 | 5300 | 0.1579 | 0.7407 | 0.8219 | 0.7792 | 73 | 0.7164 | 0.7385 | 0.7273 | 65 | 0.8553 | 0.9067 | 0.8803 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.8611 | 0.9118 | 0.8857 | 34 | 0.7952 | 0.8519 | 0.8226 | 0.9614 |
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- | 0.0436 | 51.0 | 5406 | 0.1591 | 0.7722 | 0.8356 | 0.8026 | 73 | 0.6579 | 0.7692 | 0.7092 | 65 | 0.8616 | 0.9133 | 0.8867 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.8571 | 0.8824 | 0.8696 | 34 | 0.7906 | 0.8604 | 0.8240 | 0.9614 |
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- | 0.0403 | 52.0 | 5512 | 0.1684 | 0.7778 | 0.8630 | 0.8182 | 73 | 0.6235 | 0.8154 | 0.7067 | 65 | 0.8491 | 0.9 | 0.8738 | 150 | 0.7059 | 0.8276 | 0.7619 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.7683 | 0.8689 | 0.8155 | 0.9594 |
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- | 0.0447 | 53.0 | 5618 | 0.1661 | 0.8182 | 0.8630 | 0.8400 | 73 | 0.6709 | 0.8154 | 0.7361 | 65 | 0.8688 | 0.9267 | 0.8968 | 150 | 0.6757 | 0.8621 | 0.7576 | 29 | 0.7692 | 0.8824 | 0.8219 | 34 | 0.7908 | 0.8832 | 0.8345 | 0.9606 |
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- | 0.0411 | 54.0 | 5724 | 0.1628 | 0.7692 | 0.8219 | 0.7947 | 73 | 0.6623 | 0.7846 | 0.7183 | 65 | 0.8726 | 0.9133 | 0.8925 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.8571 | 0.8824 | 0.8696 | 34 | 0.7947 | 0.8604 | 0.8263 | 0.9604 |
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- | 0.039 | 55.0 | 5830 | 0.1660 | 0.7692 | 0.8219 | 0.7947 | 73 | 0.6447 | 0.7538 | 0.6950 | 65 | 0.8662 | 0.9067 | 0.8860 | 150 | 0.6857 | 0.8276 | 0.75 | 29 | 0.8108 | 0.8824 | 0.8451 | 34 | 0.7807 | 0.8519 | 0.8147 | 0.9582 |
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- | 0.0416 | 56.0 | 5936 | 0.1561 | 0.7848 | 0.8493 | 0.8158 | 73 | 0.6849 | 0.7692 | 0.7246 | 65 | 0.8679 | 0.92 | 0.8932 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.8571 | 0.8824 | 0.8696 | 34 | 0.8021 | 0.8661 | 0.8329 | 0.9628 |
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- | 0.0386 | 57.0 | 6042 | 0.1615 | 0.7654 | 0.8493 | 0.8052 | 73 | 0.7101 | 0.7538 | 0.7313 | 65 | 0.8553 | 0.9067 | 0.8803 | 150 | 0.7143 | 0.8621 | 0.7813 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.7906 | 0.8604 | 0.8240 | 0.9616 |
132
- | 0.0395 | 58.0 | 6148 | 0.1566 | 0.7590 | 0.8630 | 0.8077 | 73 | 0.7101 | 0.7538 | 0.7313 | 65 | 0.8616 | 0.9133 | 0.8867 | 150 | 0.7059 | 0.8276 | 0.7619 | 29 | 0.8571 | 0.8824 | 0.8696 | 34 | 0.7974 | 0.8632 | 0.8290 | 0.9626 |
133
- | 0.0376 | 59.0 | 6254 | 0.1600 | 0.7805 | 0.8767 | 0.8258 | 73 | 0.7059 | 0.7385 | 0.7218 | 65 | 0.8481 | 0.8933 | 0.8701 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8333 | 0.8824 | 0.8571 | 34 | 0.7979 | 0.8547 | 0.8253 | 0.9633 |
134
- | 0.0364 | 60.0 | 6360 | 0.1597 | 0.8267 | 0.8493 | 0.8378 | 73 | 0.6901 | 0.7538 | 0.7206 | 65 | 0.8590 | 0.8933 | 0.8758 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.8571 | 0.8824 | 0.8696 | 34 | 0.8081 | 0.8519 | 0.8294 | 0.9633 |
135
- | 0.0362 | 61.0 | 6466 | 0.1642 | 0.84 | 0.8630 | 0.8514 | 73 | 0.6538 | 0.7846 | 0.7133 | 65 | 0.8671 | 0.9133 | 0.8896 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.8333 | 0.8824 | 0.8571 | 34 | 0.8026 | 0.8689 | 0.8345 | 0.9619 |
136
- | 0.0358 | 62.0 | 6572 | 0.1709 | 0.8 | 0.8767 | 0.8366 | 73 | 0.6892 | 0.7846 | 0.7338 | 65 | 0.8718 | 0.9067 | 0.8889 | 150 | 0.6944 | 0.8621 | 0.7692 | 29 | 0.8333 | 0.8824 | 0.8571 | 34 | 0.8010 | 0.8718 | 0.8349 | 0.9614 |
137
- | 0.034 | 63.0 | 6678 | 0.1643 | 0.8514 | 0.8630 | 0.8571 | 73 | 0.6892 | 0.7846 | 0.7338 | 65 | 0.8535 | 0.8933 | 0.8730 | 150 | 0.7812 | 0.8621 | 0.8197 | 29 | 0.8571 | 0.8824 | 0.8696 | 34 | 0.8145 | 0.8632 | 0.8382 | 0.9636 |
138
- | 0.0353 | 64.0 | 6784 | 0.1625 | 0.8025 | 0.8904 | 0.8442 | 73 | 0.7164 | 0.7385 | 0.7273 | 65 | 0.8590 | 0.8933 | 0.8758 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8571 | 0.8824 | 0.8696 | 34 | 0.8113 | 0.8575 | 0.8338 | 0.9636 |
139
- | 0.0335 | 65.0 | 6890 | 0.1712 | 0.8025 | 0.8904 | 0.8442 | 73 | 0.7143 | 0.7692 | 0.7407 | 65 | 0.8544 | 0.9 | 0.8766 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.7317 | 0.8824 | 0.8 | 34 | 0.7937 | 0.8661 | 0.8283 | 0.9628 |
140
- | 0.0344 | 66.0 | 6996 | 0.1695 | 0.8077 | 0.8630 | 0.8344 | 73 | 0.6933 | 0.8 | 0.7429 | 65 | 0.8562 | 0.9133 | 0.8839 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.7969 | 0.8718 | 0.8327 | 0.9623 |
141
- | 0.0333 | 67.0 | 7102 | 0.1661 | 0.8025 | 0.8904 | 0.8442 | 73 | 0.6849 | 0.7692 | 0.7246 | 65 | 0.8544 | 0.9 | 0.8766 | 150 | 0.7576 | 0.8621 | 0.8065 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.8 | 0.8661 | 0.8317 | 0.9633 |
142
- | 0.0344 | 68.0 | 7208 | 0.1680 | 0.8025 | 0.8904 | 0.8442 | 73 | 0.7101 | 0.7538 | 0.7313 | 65 | 0.8599 | 0.9 | 0.8795 | 150 | 0.7576 | 0.8621 | 0.8065 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.808 | 0.8632 | 0.8347 | 0.9638 |
143
- | 0.0297 | 69.0 | 7314 | 0.1733 | 0.8 | 0.8767 | 0.8366 | 73 | 0.6582 | 0.8 | 0.7222 | 65 | 0.8553 | 0.9067 | 0.8803 | 150 | 0.7353 | 0.8621 | 0.7937 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.7907 | 0.8718 | 0.8293 | 0.9619 |
144
- | 0.0304 | 70.0 | 7420 | 0.1702 | 0.8101 | 0.8767 | 0.8421 | 73 | 0.7183 | 0.7846 | 0.75 | 65 | 0.8535 | 0.8933 | 0.8730 | 150 | 0.7812 | 0.8621 | 0.8197 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.8102 | 0.8632 | 0.8359 | 0.9638 |
145
- | 0.0329 | 71.0 | 7526 | 0.1747 | 0.7831 | 0.8904 | 0.8333 | 73 | 0.6622 | 0.7538 | 0.7050 | 65 | 0.8481 | 0.8933 | 0.8701 | 150 | 0.7812 | 0.8621 | 0.8197 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.7906 | 0.8604 | 0.8240 | 0.9631 |
146
- | 0.0319 | 72.0 | 7632 | 0.1677 | 0.8243 | 0.8356 | 0.8299 | 73 | 0.6757 | 0.7692 | 0.7194 | 65 | 0.8428 | 0.8933 | 0.8673 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.7947 | 0.8490 | 0.8209 | 0.9619 |
147
- | 0.0321 | 73.0 | 7738 | 0.1704 | 0.84 | 0.8630 | 0.8514 | 73 | 0.6757 | 0.7692 | 0.7194 | 65 | 0.8544 | 0.9 | 0.8766 | 150 | 0.7812 | 0.8621 | 0.8197 | 29 | 0.8571 | 0.8824 | 0.8696 | 34 | 0.8102 | 0.8632 | 0.8359 | 0.9646 |
148
- | 0.0306 | 74.0 | 7844 | 0.1716 | 0.8378 | 0.8493 | 0.8435 | 73 | 0.6712 | 0.7538 | 0.7101 | 65 | 0.8447 | 0.9067 | 0.8746 | 150 | 0.7143 | 0.8621 | 0.7813 | 29 | 0.8333 | 0.8824 | 0.8571 | 34 | 0.7968 | 0.8604 | 0.8274 | 0.9628 |
149
- | 0.0299 | 75.0 | 7950 | 0.1705 | 0.7927 | 0.8904 | 0.8387 | 73 | 0.6892 | 0.7846 | 0.7338 | 65 | 0.8553 | 0.9067 | 0.8803 | 150 | 0.7879 | 0.8966 | 0.8387 | 29 | 0.8571 | 0.8824 | 0.8696 | 34 | 0.8042 | 0.8775 | 0.8392 | 0.9641 |
150
- | 0.0283 | 76.0 | 8056 | 0.1748 | 0.7927 | 0.8904 | 0.8387 | 73 | 0.6711 | 0.7846 | 0.7234 | 65 | 0.8608 | 0.9067 | 0.8831 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.8333 | 0.8824 | 0.8571 | 34 | 0.7948 | 0.8718 | 0.8315 | 0.9621 |
151
- | 0.0303 | 77.0 | 8162 | 0.1707 | 0.7831 | 0.8904 | 0.8333 | 73 | 0.6944 | 0.7692 | 0.7299 | 65 | 0.8553 | 0.9067 | 0.8803 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8571 | 0.8824 | 0.8696 | 34 | 0.8005 | 0.8689 | 0.8333 | 0.9631 |
152
- | 0.0279 | 78.0 | 8268 | 0.1707 | 0.7927 | 0.8904 | 0.8387 | 73 | 0.6901 | 0.7538 | 0.7206 | 65 | 0.8671 | 0.9133 | 0.8896 | 150 | 0.7576 | 0.8621 | 0.8065 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.8047 | 0.8689 | 0.8356 | 0.9636 |
153
- | 0.0291 | 79.0 | 8374 | 0.1715 | 0.8125 | 0.8904 | 0.8497 | 73 | 0.7101 | 0.7538 | 0.7313 | 65 | 0.8553 | 0.9067 | 0.8803 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.8056 | 0.8529 | 0.8286 | 34 | 0.8037 | 0.8632 | 0.8324 | 0.9643 |
154
- | 0.0291 | 80.0 | 8480 | 0.1746 | 0.7952 | 0.9041 | 0.8462 | 73 | 0.6757 | 0.7692 | 0.7194 | 65 | 0.8654 | 0.9 | 0.8824 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8571 | 0.8824 | 0.8696 | 34 | 0.8026 | 0.8689 | 0.8345 | 0.9631 |
155
- | 0.0264 | 81.0 | 8586 | 0.1756 | 0.7831 | 0.8904 | 0.8333 | 73 | 0.6901 | 0.7538 | 0.7206 | 65 | 0.8654 | 0.9 | 0.8824 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.7989 | 0.8604 | 0.8285 | 0.9636 |
156
- | 0.0266 | 82.0 | 8692 | 0.1753 | 0.7831 | 0.8904 | 0.8333 | 73 | 0.7 | 0.7538 | 0.7259 | 65 | 0.8654 | 0.9 | 0.8824 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.8032 | 0.8604 | 0.8308 | 0.9643 |
157
- | 0.0248 | 83.0 | 8798 | 0.1754 | 0.8025 | 0.8904 | 0.8442 | 73 | 0.7424 | 0.7538 | 0.7481 | 65 | 0.8535 | 0.8933 | 0.8730 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.8091 | 0.8575 | 0.8326 | 0.9646 |
158
- | 0.027 | 84.0 | 8904 | 0.1746 | 0.8333 | 0.8904 | 0.8609 | 73 | 0.6849 | 0.7692 | 0.7246 | 65 | 0.8608 | 0.9067 | 0.8831 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8571 | 0.8824 | 0.8696 | 34 | 0.8112 | 0.8689 | 0.8391 | 0.9648 |
159
- | 0.0278 | 85.0 | 9010 | 0.1817 | 0.7927 | 0.8904 | 0.8387 | 73 | 0.6806 | 0.7538 | 0.7153 | 65 | 0.8509 | 0.9133 | 0.8810 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8056 | 0.8529 | 0.8286 | 34 | 0.7937 | 0.8661 | 0.8283 | 0.9628 |
160
- | 0.0266 | 86.0 | 9116 | 0.1775 | 0.7927 | 0.8904 | 0.8387 | 73 | 0.7101 | 0.7538 | 0.7313 | 65 | 0.8544 | 0.9 | 0.8766 | 150 | 0.7812 | 0.8621 | 0.8197 | 29 | 0.8056 | 0.8529 | 0.8286 | 34 | 0.8037 | 0.8632 | 0.8324 | 0.9648 |
161
- | 0.0261 | 87.0 | 9222 | 0.1777 | 0.8312 | 0.8767 | 0.8533 | 73 | 0.6623 | 0.7846 | 0.7183 | 65 | 0.8662 | 0.9067 | 0.8860 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.8042 | 0.8661 | 0.8340 | 0.9641 |
162
- | 0.0276 | 88.0 | 9328 | 0.1769 | 0.8205 | 0.8767 | 0.8477 | 73 | 0.6944 | 0.7692 | 0.7299 | 65 | 0.8599 | 0.9 | 0.8795 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.8053 | 0.8604 | 0.8320 | 0.9633 |
163
- | 0.0261 | 89.0 | 9434 | 0.1797 | 0.7805 | 0.8767 | 0.8258 | 73 | 0.6806 | 0.7538 | 0.7153 | 65 | 0.8599 | 0.9 | 0.8795 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.7963 | 0.8575 | 0.8258 | 0.9631 |
164
- | 0.0251 | 90.0 | 9540 | 0.1772 | 0.8125 | 0.8904 | 0.8497 | 73 | 0.7042 | 0.7692 | 0.7353 | 65 | 0.8662 | 0.9067 | 0.8860 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.8107 | 0.8661 | 0.8375 | 0.9651 |
165
- | 0.0243 | 91.0 | 9646 | 0.1792 | 0.7901 | 0.8767 | 0.8312 | 73 | 0.7206 | 0.7538 | 0.7368 | 65 | 0.8599 | 0.9 | 0.8795 | 150 | 0.7273 | 0.8276 | 0.7742 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.8048 | 0.8575 | 0.8303 | 0.9646 |
166
- | 0.0246 | 92.0 | 9752 | 0.1793 | 0.8125 | 0.8904 | 0.8497 | 73 | 0.7 | 0.7538 | 0.7259 | 65 | 0.8599 | 0.9 | 0.8795 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.8075 | 0.8604 | 0.8331 | 0.9636 |
167
- | 0.0252 | 93.0 | 9858 | 0.1780 | 0.8333 | 0.8904 | 0.8609 | 73 | 0.6892 | 0.7846 | 0.7338 | 65 | 0.8662 | 0.9067 | 0.8860 | 150 | 0.7812 | 0.8621 | 0.8197 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.8138 | 0.8718 | 0.8418 | 0.9641 |
168
- | 0.0252 | 94.0 | 9964 | 0.1769 | 0.8312 | 0.8767 | 0.8533 | 73 | 0.7042 | 0.7692 | 0.7353 | 65 | 0.8599 | 0.9 | 0.8795 | 150 | 0.7812 | 0.8621 | 0.8197 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.8145 | 0.8632 | 0.8382 | 0.9641 |
169
- | 0.0241 | 95.0 | 10070 | 0.1783 | 0.8312 | 0.8767 | 0.8533 | 73 | 0.6944 | 0.7692 | 0.7299 | 65 | 0.8662 | 0.9067 | 0.8860 | 150 | 0.7812 | 0.8621 | 0.8197 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.8150 | 0.8661 | 0.8398 | 0.9636 |
170
- | 0.0239 | 96.0 | 10176 | 0.1762 | 0.8312 | 0.8767 | 0.8533 | 73 | 0.7042 | 0.7692 | 0.7353 | 65 | 0.8544 | 0.9 | 0.8766 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.8097 | 0.8604 | 0.8343 | 0.9638 |
171
- | 0.0226 | 97.0 | 10282 | 0.1785 | 0.8312 | 0.8767 | 0.8533 | 73 | 0.7042 | 0.7692 | 0.7353 | 65 | 0.8662 | 0.9067 | 0.8860 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.8145 | 0.8632 | 0.8382 | 0.9643 |
172
- | 0.0244 | 98.0 | 10388 | 0.1786 | 0.8312 | 0.8767 | 0.8533 | 73 | 0.7042 | 0.7692 | 0.7353 | 65 | 0.8662 | 0.9067 | 0.8860 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8056 | 0.8529 | 0.8286 | 34 | 0.8123 | 0.8632 | 0.8370 | 0.9641 |
173
- | 0.0244 | 99.0 | 10494 | 0.1773 | 0.8312 | 0.8767 | 0.8533 | 73 | 0.7042 | 0.7692 | 0.7353 | 65 | 0.8662 | 0.9067 | 0.8860 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.8145 | 0.8632 | 0.8382 | 0.9646 |
174
- | 0.0265 | 100.0 | 10600 | 0.1774 | 0.8312 | 0.8767 | 0.8533 | 73 | 0.7042 | 0.7692 | 0.7353 | 65 | 0.8662 | 0.9067 | 0.8860 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8286 | 0.8529 | 0.8406 | 34 | 0.8145 | 0.8632 | 0.8382 | 0.9643 |
175
 
176
 
177
  ### Framework versions
 
1
  ---
 
 
2
  license: mit
3
  base_model: indolem/indobert-base-uncased
4
  tags:
 
15
 
16
  This model is a fine-tuned version of [indolem/indobert-base-uncased](https://huggingface.co/indolem/indobert-base-uncased) on an unknown dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.1850
19
+ - Location Precision: 0.8375
20
+ - Location Recall: 0.9178
21
+ - Location F1: 0.8758
22
  - Location Number: 73
23
+ - Organization Precision: 0.6538
24
+ - Organization Recall: 0.7846
25
+ - Organization F1: 0.7133
26
  - Organization Number: 65
27
+ - Person Precision: 0.8688
28
+ - Person Recall: 0.9267
29
+ - Person F1: 0.8968
30
  - Person Number: 150
31
+ - Quantity Precision: 0.7576
32
+ - Quantity Recall: 0.8621
33
+ - Quantity F1: 0.8065
34
  - Quantity Number: 29
35
+ - Time Precision: 0.7895
36
+ - Time Recall: 0.8824
37
+ - Time F1: 0.8333
38
  - Time Number: 34
39
+ - Overall Precision: 0.8021
40
+ - Overall Recall: 0.8889
41
+ - Overall F1: 0.8432
42
+ - Overall Accuracy: 0.9636
43
 
44
  ## Model description
45
 
 
70
 
71
  | Training Loss | Epoch | Step | Validation Loss | Location Precision | Location Recall | Location F1 | Location Number | Organization Precision | Organization Recall | Organization F1 | Organization Number | Person Precision | Person Recall | Person F1 | Person Number | Quantity Precision | Quantity Recall | Quantity F1 | Quantity Number | Time Precision | Time Recall | Time F1 | Time Number | Overall Precision | Overall Recall | Overall F1 | Overall Accuracy |
72
  |:-------------:|:-----:|:-----:|:---------------:|:------------------:|:---------------:|:-----------:|:---------------:|:----------------------:|:-------------------:|:---------------:|:-------------------:|:----------------:|:-------------:|:---------:|:-------------:|:------------------:|:---------------:|:-----------:|:---------------:|:--------------:|:-----------:|:-------:|:-----------:|:-----------------:|:--------------:|:----------:|:----------------:|
73
+ | 1.0106 | 1.0 | 106 | 0.5844 | 0.0 | 0.0 | 0.0 | 73 | 0.0 | 0.0 | 0.0 | 65 | 0.1053 | 0.0133 | 0.0237 | 150 | 0.0 | 0.0 | 0.0 | 29 | 0.0 | 0.0 | 0.0 | 34 | 0.0606 | 0.0057 | 0.0104 | 0.8403 |
74
+ | 0.4994 | 2.0 | 212 | 0.3692 | 0.4062 | 0.1781 | 0.2476 | 73 | 0.0625 | 0.0462 | 0.0531 | 65 | 0.5672 | 0.76 | 0.6496 | 150 | 0.1364 | 0.1034 | 0.1176 | 29 | 0.5625 | 0.5294 | 0.5455 | 34 | 0.4507 | 0.4302 | 0.4402 | 0.8974 |
75
+ | 0.3195 | 3.0 | 318 | 0.2105 | 0.5667 | 0.6986 | 0.6258 | 73 | 0.3548 | 0.3385 | 0.3465 | 65 | 0.7614 | 0.8933 | 0.8221 | 150 | 0.5 | 0.5862 | 0.5397 | 29 | 0.8056 | 0.8529 | 0.8286 | 34 | 0.6357 | 0.7208 | 0.6756 | 0.9308 |
76
+ | 0.2206 | 4.0 | 424 | 0.1735 | 0.6591 | 0.7945 | 0.7205 | 73 | 0.4898 | 0.7385 | 0.5890 | 65 | 0.8095 | 0.9067 | 0.8553 | 150 | 0.4773 | 0.7241 | 0.5753 | 29 | 0.8649 | 0.9412 | 0.9014 | 34 | 0.6782 | 0.8405 | 0.7506 | 0.9429 |
77
+ | 0.1791 | 5.0 | 530 | 0.1584 | 0.6413 | 0.8082 | 0.7152 | 73 | 0.5281 | 0.7231 | 0.6104 | 65 | 0.8204 | 0.9133 | 0.8644 | 150 | 0.5 | 0.7241 | 0.5915 | 29 | 0.6889 | 0.9118 | 0.7848 | 34 | 0.6782 | 0.8405 | 0.7506 | 0.9456 |
78
+ | 0.1602 | 6.0 | 636 | 0.1800 | 0.6742 | 0.8219 | 0.7407 | 73 | 0.56 | 0.8615 | 0.6788 | 65 | 0.8081 | 0.9267 | 0.8634 | 150 | 0.4898 | 0.8276 | 0.6154 | 29 | 0.6591 | 0.8529 | 0.7436 | 34 | 0.6784 | 0.8775 | 0.7652 | 0.9417 |
79
+ | 0.1484 | 7.0 | 742 | 0.1419 | 0.7209 | 0.8493 | 0.7799 | 73 | 0.6047 | 0.8 | 0.6887 | 65 | 0.8373 | 0.9267 | 0.8797 | 150 | 0.5854 | 0.8276 | 0.6857 | 29 | 0.75 | 0.8824 | 0.8108 | 34 | 0.7327 | 0.8746 | 0.7974 | 0.9550 |
80
+ | 0.1372 | 8.0 | 848 | 0.1439 | 0.6703 | 0.8356 | 0.7439 | 73 | 0.6047 | 0.8 | 0.6887 | 65 | 0.8476 | 0.9267 | 0.8854 | 150 | 0.5854 | 0.8276 | 0.6857 | 29 | 0.775 | 0.9118 | 0.8378 | 34 | 0.7275 | 0.8746 | 0.7943 | 0.9527 |
81
+ | 0.1271 | 9.0 | 954 | 0.1298 | 0.7683 | 0.8630 | 0.8129 | 73 | 0.5889 | 0.8154 | 0.6839 | 65 | 0.8805 | 0.9333 | 0.9061 | 150 | 0.6944 | 0.8621 | 0.7692 | 29 | 0.8205 | 0.9412 | 0.8767 | 34 | 0.7709 | 0.8917 | 0.8269 | 0.9584 |
82
+ | 0.1255 | 10.0 | 1060 | 0.1276 | 0.7875 | 0.8630 | 0.8235 | 73 | 0.6296 | 0.7846 | 0.6986 | 65 | 0.8797 | 0.9267 | 0.9026 | 150 | 0.6410 | 0.8621 | 0.7353 | 29 | 0.8378 | 0.9118 | 0.8732 | 34 | 0.7823 | 0.8803 | 0.8284 | 0.9601 |
83
+ | 0.118 | 11.0 | 1166 | 0.1304 | 0.7654 | 0.8493 | 0.8052 | 73 | 0.6190 | 0.8 | 0.6980 | 65 | 0.8616 | 0.9133 | 0.8867 | 150 | 0.6410 | 0.8621 | 0.7353 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.7631 | 0.8718 | 0.8138 | 0.9584 |
84
+ | 0.1125 | 12.0 | 1272 | 0.1426 | 0.7294 | 0.8493 | 0.7848 | 73 | 0.6548 | 0.8462 | 0.7383 | 65 | 0.8434 | 0.9333 | 0.8861 | 150 | 0.6410 | 0.8621 | 0.7353 | 29 | 0.7317 | 0.8824 | 0.8 | 34 | 0.7518 | 0.8889 | 0.8146 | 0.9559 |
85
+ | 0.1032 | 13.0 | 1378 | 0.1318 | 0.7821 | 0.8356 | 0.8079 | 73 | 0.6087 | 0.8615 | 0.7134 | 65 | 0.8734 | 0.92 | 0.8961 | 150 | 0.6579 | 0.8621 | 0.7463 | 29 | 0.8824 | 0.8824 | 0.8824 | 34 | 0.775 | 0.8832 | 0.8256 | 0.9594 |
86
+ | 0.1046 | 14.0 | 1484 | 0.1450 | 0.7294 | 0.8493 | 0.7848 | 73 | 0.6207 | 0.8308 | 0.7105 | 65 | 0.8688 | 0.9267 | 0.8968 | 150 | 0.65 | 0.8966 | 0.7536 | 29 | 0.6667 | 0.8235 | 0.7368 | 34 | 0.7464 | 0.8803 | 0.8078 | 0.9564 |
87
+ | 0.0969 | 15.0 | 1590 | 0.1328 | 0.7683 | 0.8630 | 0.8129 | 73 | 0.6386 | 0.8154 | 0.7162 | 65 | 0.8726 | 0.9133 | 0.8925 | 150 | 0.6944 | 0.8621 | 0.7692 | 29 | 0.8378 | 0.9118 | 0.8732 | 34 | 0.7823 | 0.8803 | 0.8284 | 0.9619 |
88
+ | 0.0916 | 16.0 | 1696 | 0.1359 | 0.8 | 0.8767 | 0.8366 | 73 | 0.6753 | 0.8 | 0.7324 | 65 | 0.8642 | 0.9333 | 0.8974 | 150 | 0.6757 | 0.8621 | 0.7576 | 29 | 0.7838 | 0.8529 | 0.8169 | 34 | 0.7888 | 0.8832 | 0.8333 | 0.9626 |
89
+ | 0.0915 | 17.0 | 1802 | 0.1330 | 0.7590 | 0.8630 | 0.8077 | 73 | 0.6625 | 0.8154 | 0.7310 | 65 | 0.875 | 0.9333 | 0.9032 | 150 | 0.7576 | 0.8621 | 0.8065 | 29 | 0.8611 | 0.9118 | 0.8857 | 34 | 0.7959 | 0.8889 | 0.8398 | 0.9623 |
90
+ | 0.0917 | 18.0 | 1908 | 0.1425 | 0.7975 | 0.8630 | 0.8289 | 73 | 0.6625 | 0.8154 | 0.7310 | 65 | 0.8625 | 0.92 | 0.8903 | 150 | 0.6316 | 0.8276 | 0.7164 | 29 | 0.8333 | 0.8824 | 0.8571 | 34 | 0.7837 | 0.8775 | 0.8280 | 0.9591 |
91
+ | 0.0883 | 19.0 | 2014 | 0.1324 | 0.7975 | 0.8630 | 0.8289 | 73 | 0.6875 | 0.8462 | 0.7586 | 65 | 0.8625 | 0.92 | 0.8903 | 150 | 0.7429 | 0.8966 | 0.8125 | 29 | 0.7632 | 0.8529 | 0.8056 | 34 | 0.7934 | 0.8860 | 0.8371 | 0.9631 |
92
+ | 0.0838 | 20.0 | 2120 | 0.1400 | 0.7901 | 0.8767 | 0.8312 | 73 | 0.6835 | 0.8308 | 0.75 | 65 | 0.8742 | 0.9267 | 0.8997 | 150 | 0.5854 | 0.8276 | 0.6857 | 29 | 0.8857 | 0.9118 | 0.8986 | 34 | 0.7899 | 0.8889 | 0.8365 | 0.9614 |
93
+ | 0.0809 | 21.0 | 2226 | 0.1390 | 0.7975 | 0.8630 | 0.8289 | 73 | 0.6588 | 0.8615 | 0.7467 | 65 | 0.8519 | 0.92 | 0.8846 | 150 | 0.6970 | 0.7931 | 0.7419 | 29 | 0.8857 | 0.9118 | 0.8986 | 34 | 0.7893 | 0.8860 | 0.8349 | 0.9628 |
94
+ | 0.0795 | 22.0 | 2332 | 0.1383 | 0.8101 | 0.8767 | 0.8421 | 73 | 0.675 | 0.8308 | 0.7448 | 65 | 0.8797 | 0.9267 | 0.9026 | 150 | 0.6857 | 0.8276 | 0.75 | 29 | 0.7838 | 0.8529 | 0.8169 | 34 | 0.7969 | 0.8832 | 0.8378 | 0.9614 |
95
+ | 0.0778 | 23.0 | 2438 | 0.1378 | 0.8025 | 0.8904 | 0.8442 | 73 | 0.675 | 0.8308 | 0.7448 | 65 | 0.875 | 0.9333 | 0.9032 | 150 | 0.7879 | 0.8966 | 0.8387 | 29 | 0.8333 | 0.8824 | 0.8571 | 34 | 0.8077 | 0.8974 | 0.8502 | 0.9646 |
96
+ | 0.0731 | 24.0 | 2544 | 0.1416 | 0.7901 | 0.8767 | 0.8312 | 73 | 0.6512 | 0.8615 | 0.7417 | 65 | 0.8696 | 0.9333 | 0.9003 | 150 | 0.7647 | 0.8966 | 0.8254 | 29 | 0.8571 | 0.8824 | 0.8696 | 34 | 0.7960 | 0.9003 | 0.8449 | 0.9626 |
97
+ | 0.0729 | 25.0 | 2650 | 0.1511 | 0.7975 | 0.8630 | 0.8289 | 73 | 0.6875 | 0.8462 | 0.7586 | 65 | 0.8580 | 0.9267 | 0.8910 | 150 | 0.6 | 0.8276 | 0.6957 | 29 | 0.7632 | 0.8529 | 0.8056 | 34 | 0.7769 | 0.8832 | 0.8267 | 0.9609 |
98
+ | 0.0724 | 26.0 | 2756 | 0.1487 | 0.7949 | 0.8493 | 0.8212 | 73 | 0.72 | 0.8308 | 0.7714 | 65 | 0.8671 | 0.9133 | 0.8896 | 150 | 0.5714 | 0.8276 | 0.6761 | 29 | 0.725 | 0.8529 | 0.7838 | 34 | 0.7786 | 0.8718 | 0.8226 | 0.9589 |
99
+ | 0.0699 | 27.0 | 2862 | 0.1470 | 0.75 | 0.8630 | 0.8025 | 73 | 0.7 | 0.8615 | 0.7724 | 65 | 0.875 | 0.9333 | 0.9032 | 150 | 0.5581 | 0.8276 | 0.6667 | 29 | 0.7632 | 0.8529 | 0.8056 | 34 | 0.7704 | 0.8889 | 0.8254 | 0.9601 |
100
+ | 0.0669 | 28.0 | 2968 | 0.1365 | 0.8133 | 0.8356 | 0.8243 | 73 | 0.6970 | 0.7077 | 0.7023 | 65 | 0.8742 | 0.9267 | 0.8997 | 150 | 0.6857 | 0.8276 | 0.75 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8043 | 0.8547 | 0.8287 | 0.9633 |
101
+ | 0.0671 | 29.0 | 3074 | 0.1308 | 0.8205 | 0.8767 | 0.8477 | 73 | 0.7143 | 0.8462 | 0.7746 | 65 | 0.8634 | 0.9267 | 0.8939 | 150 | 0.7647 | 0.8966 | 0.8254 | 29 | 0.8571 | 0.8824 | 0.8696 | 34 | 0.8156 | 0.8946 | 0.8533 | 0.9668 |
102
+ | 0.0645 | 30.0 | 3180 | 0.1310 | 0.8026 | 0.8356 | 0.8188 | 73 | 0.6835 | 0.8308 | 0.75 | 65 | 0.875 | 0.9333 | 0.9032 | 150 | 0.7879 | 0.8966 | 0.8387 | 29 | 0.7838 | 0.8529 | 0.8169 | 34 | 0.8052 | 0.8832 | 0.8424 | 0.9658 |
103
+ | 0.0598 | 31.0 | 3286 | 0.1398 | 0.7529 | 0.8767 | 0.8101 | 73 | 0.6974 | 0.8154 | 0.7518 | 65 | 0.8797 | 0.9267 | 0.9026 | 150 | 0.7143 | 0.8621 | 0.7813 | 29 | 0.8056 | 0.8529 | 0.8286 | 34 | 0.7949 | 0.8832 | 0.8367 | 0.9636 |
104
+ | 0.0598 | 32.0 | 3392 | 0.1498 | 0.75 | 0.8630 | 0.8025 | 73 | 0.6790 | 0.8462 | 0.7534 | 65 | 0.8634 | 0.9267 | 0.8939 | 150 | 0.6486 | 0.8276 | 0.7273 | 29 | 0.7632 | 0.8529 | 0.8056 | 34 | 0.7731 | 0.8832 | 0.8245 | 0.9609 |
105
+ | 0.0607 | 33.0 | 3498 | 0.1473 | 0.7922 | 0.8356 | 0.8133 | 73 | 0.7013 | 0.8308 | 0.7606 | 65 | 0.8580 | 0.9267 | 0.8910 | 150 | 0.7647 | 0.8966 | 0.8254 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.7990 | 0.8832 | 0.8390 | 0.9626 |
106
+ | 0.0583 | 34.0 | 3604 | 0.1407 | 0.8182 | 0.8630 | 0.8400 | 73 | 0.7105 | 0.8308 | 0.7660 | 65 | 0.8571 | 0.92 | 0.8875 | 150 | 0.7647 | 0.8966 | 0.8254 | 29 | 0.8158 | 0.9118 | 0.8611 | 34 | 0.8083 | 0.8889 | 0.8467 | 0.9670 |
107
+ | 0.0558 | 35.0 | 3710 | 0.1466 | 0.7654 | 0.8493 | 0.8052 | 73 | 0.7067 | 0.8154 | 0.7571 | 65 | 0.8562 | 0.9133 | 0.8839 | 150 | 0.7143 | 0.8621 | 0.7813 | 29 | 0.8611 | 0.9118 | 0.8857 | 34 | 0.7959 | 0.8775 | 0.8347 | 0.9636 |
108
+ | 0.0562 | 36.0 | 3816 | 0.1467 | 0.7722 | 0.8356 | 0.8026 | 73 | 0.6707 | 0.8462 | 0.7483 | 65 | 0.8562 | 0.9133 | 0.8839 | 150 | 0.7222 | 0.8966 | 0.8000 | 29 | 0.7692 | 0.8824 | 0.8219 | 34 | 0.7803 | 0.8803 | 0.8273 | 0.9626 |
109
+ | 0.0548 | 37.0 | 3922 | 0.1504 | 0.7654 | 0.8493 | 0.8052 | 73 | 0.6585 | 0.8308 | 0.7347 | 65 | 0.8679 | 0.92 | 0.8932 | 150 | 0.7143 | 0.8621 | 0.7813 | 29 | 0.8056 | 0.8529 | 0.8286 | 34 | 0.7837 | 0.8775 | 0.8280 | 0.9614 |
110
+ | 0.0528 | 38.0 | 4028 | 0.1421 | 0.8378 | 0.8493 | 0.8435 | 73 | 0.7101 | 0.7538 | 0.7313 | 65 | 0.8616 | 0.9133 | 0.8867 | 150 | 0.6857 | 0.8276 | 0.75 | 29 | 0.8333 | 0.8824 | 0.8571 | 34 | 0.8097 | 0.8604 | 0.8343 | 0.9638 |
111
+ | 0.0504 | 39.0 | 4134 | 0.1570 | 0.8125 | 0.8904 | 0.8497 | 73 | 0.7013 | 0.8308 | 0.7606 | 65 | 0.8625 | 0.92 | 0.8903 | 150 | 0.6571 | 0.7931 | 0.7188 | 29 | 0.7692 | 0.8824 | 0.8219 | 34 | 0.7928 | 0.8832 | 0.8356 | 0.9628 |
112
+ | 0.053 | 40.0 | 4240 | 0.1527 | 0.8 | 0.8767 | 0.8366 | 73 | 0.6322 | 0.8462 | 0.7237 | 65 | 0.8553 | 0.9067 | 0.8803 | 150 | 0.7143 | 0.8621 | 0.7813 | 29 | 0.8378 | 0.9118 | 0.8732 | 34 | 0.7814 | 0.8860 | 0.8304 | 0.9614 |
113
+ | 0.0469 | 41.0 | 4346 | 0.1568 | 0.8049 | 0.9041 | 0.8516 | 73 | 0.6835 | 0.8308 | 0.75 | 65 | 0.85 | 0.9067 | 0.8774 | 150 | 0.6 | 0.8276 | 0.6957 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.7769 | 0.8832 | 0.8267 | 0.9594 |
114
+ | 0.0487 | 42.0 | 4452 | 0.1480 | 0.8442 | 0.8904 | 0.8667 | 73 | 0.6974 | 0.8154 | 0.7518 | 65 | 0.8671 | 0.9133 | 0.8896 | 150 | 0.6216 | 0.7931 | 0.6970 | 29 | 0.8158 | 0.9118 | 0.8611 | 34 | 0.8005 | 0.8803 | 0.8385 | 0.9628 |
115
+ | 0.0463 | 43.0 | 4558 | 0.1548 | 0.8182 | 0.8630 | 0.8400 | 73 | 0.6625 | 0.8154 | 0.7310 | 65 | 0.8562 | 0.9133 | 0.8839 | 150 | 0.6389 | 0.7931 | 0.7077 | 29 | 0.8108 | 0.8824 | 0.8451 | 34 | 0.7846 | 0.8718 | 0.8259 | 0.9619 |
116
+ | 0.0459 | 44.0 | 4664 | 0.1515 | 0.8289 | 0.8630 | 0.8456 | 73 | 0.7051 | 0.8462 | 0.7692 | 65 | 0.8742 | 0.9267 | 0.8997 | 150 | 0.75 | 0.8276 | 0.7869 | 29 | 0.8378 | 0.9118 | 0.8732 | 34 | 0.8168 | 0.8889 | 0.8513 | 0.9663 |
117
+ | 0.0454 | 45.0 | 4770 | 0.1515 | 0.8333 | 0.8904 | 0.8609 | 73 | 0.6970 | 0.7077 | 0.7023 | 65 | 0.8797 | 0.9267 | 0.9026 | 150 | 0.8125 | 0.8966 | 0.8525 | 29 | 0.8378 | 0.9118 | 0.8732 | 34 | 0.8275 | 0.8746 | 0.8504 | 0.9658 |
118
+ | 0.0455 | 46.0 | 4876 | 0.1483 | 0.825 | 0.9041 | 0.8627 | 73 | 0.7260 | 0.8154 | 0.7681 | 65 | 0.8790 | 0.92 | 0.8990 | 150 | 0.8125 | 0.8966 | 0.8525 | 29 | 0.8378 | 0.9118 | 0.8732 | 34 | 0.8285 | 0.8946 | 0.8603 | 0.9673 |
119
+ | 0.0424 | 47.0 | 4982 | 0.1514 | 0.8354 | 0.9041 | 0.8684 | 73 | 0.6790 | 0.8462 | 0.7534 | 65 | 0.8634 | 0.9267 | 0.8939 | 150 | 0.8125 | 0.8966 | 0.8525 | 29 | 0.8333 | 0.8824 | 0.8571 | 34 | 0.8123 | 0.9003 | 0.8541 | 0.9655 |
120
+ | 0.0444 | 48.0 | 5088 | 0.1553 | 0.8462 | 0.9041 | 0.8742 | 73 | 0.7391 | 0.7846 | 0.7612 | 65 | 0.8679 | 0.92 | 0.8932 | 150 | 0.6486 | 0.8276 | 0.7273 | 29 | 0.7632 | 0.8529 | 0.8056 | 34 | 0.8084 | 0.8775 | 0.8415 | 0.9653 |
121
+ | 0.0427 | 49.0 | 5194 | 0.1564 | 0.8571 | 0.9041 | 0.88 | 73 | 0.7308 | 0.8769 | 0.7972 | 65 | 0.8688 | 0.9267 | 0.8968 | 150 | 0.7576 | 0.8621 | 0.8065 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8212 | 0.9031 | 0.8602 | 0.9653 |
122
+ | 0.041 | 50.0 | 5300 | 0.1514 | 0.8228 | 0.8904 | 0.8553 | 73 | 0.7333 | 0.8462 | 0.7857 | 65 | 0.875 | 0.9333 | 0.9032 | 150 | 0.7812 | 0.8621 | 0.8197 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8203 | 0.8974 | 0.8571 | 0.9660 |
123
+ | 0.0416 | 51.0 | 5406 | 0.1590 | 0.8072 | 0.9178 | 0.8590 | 73 | 0.6849 | 0.7692 | 0.7246 | 65 | 0.8466 | 0.92 | 0.8818 | 150 | 0.8125 | 0.8966 | 0.8525 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.7995 | 0.8860 | 0.8405 | 0.9651 |
124
+ | 0.0398 | 52.0 | 5512 | 0.1614 | 0.8462 | 0.9041 | 0.8742 | 73 | 0.6667 | 0.8615 | 0.7517 | 65 | 0.8580 | 0.9267 | 0.8910 | 150 | 0.7879 | 0.8966 | 0.8387 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8025 | 0.9031 | 0.8499 | 0.9648 |
125
+ | 0.0404 | 53.0 | 5618 | 0.1627 | 0.8354 | 0.9041 | 0.8684 | 73 | 0.6923 | 0.8308 | 0.7552 | 65 | 0.8758 | 0.94 | 0.9068 | 150 | 0.7143 | 0.8621 | 0.7813 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8082 | 0.9003 | 0.8518 | 0.9631 |
126
+ | 0.0405 | 54.0 | 5724 | 0.1586 | 0.8354 | 0.9041 | 0.8684 | 73 | 0.6709 | 0.8154 | 0.7361 | 65 | 0.8742 | 0.9267 | 0.8997 | 150 | 0.7879 | 0.8966 | 0.8387 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8093 | 0.8946 | 0.8498 | 0.9660 |
127
+ | 0.037 | 55.0 | 5830 | 0.1638 | 0.8025 | 0.8904 | 0.8442 | 73 | 0.6892 | 0.7846 | 0.7338 | 65 | 0.8509 | 0.9133 | 0.8810 | 150 | 0.6944 | 0.8621 | 0.7692 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.7897 | 0.8775 | 0.8313 | 0.9619 |
128
+ | 0.0367 | 56.0 | 5936 | 0.1585 | 0.84 | 0.8630 | 0.8514 | 73 | 0.6986 | 0.7846 | 0.7391 | 65 | 0.8519 | 0.92 | 0.8846 | 150 | 0.7353 | 0.8621 | 0.7937 | 29 | 0.8158 | 0.9118 | 0.8611 | 34 | 0.8063 | 0.8775 | 0.8404 | 0.9648 |
129
+ | 0.0387 | 57.0 | 6042 | 0.1545 | 0.8514 | 0.8630 | 0.8571 | 73 | 0.7027 | 0.8 | 0.7482 | 65 | 0.8679 | 0.92 | 0.8932 | 150 | 0.7647 | 0.8966 | 0.8254 | 29 | 0.8611 | 0.9118 | 0.8857 | 34 | 0.8223 | 0.8832 | 0.8516 | 0.9663 |
130
+ | 0.0371 | 58.0 | 6148 | 0.1625 | 0.8462 | 0.9041 | 0.8742 | 73 | 0.6623 | 0.7846 | 0.7183 | 65 | 0.85 | 0.9067 | 0.8774 | 150 | 0.7353 | 0.8621 | 0.7937 | 29 | 0.8108 | 0.8824 | 0.8451 | 34 | 0.7979 | 0.8775 | 0.8358 | 0.9631 |
131
+ | 0.0354 | 59.0 | 6254 | 0.1653 | 0.8462 | 0.9041 | 0.8742 | 73 | 0.6986 | 0.7846 | 0.7391 | 65 | 0.8509 | 0.9133 | 0.8810 | 150 | 0.7647 | 0.8966 | 0.8254 | 29 | 0.8378 | 0.9118 | 0.8732 | 34 | 0.8120 | 0.8860 | 0.8474 | 0.9653 |
132
+ | 0.0363 | 60.0 | 6360 | 0.1616 | 0.8571 | 0.9041 | 0.88 | 73 | 0.6842 | 0.8 | 0.7376 | 65 | 0.8519 | 0.92 | 0.8846 | 150 | 0.8125 | 0.8966 | 0.8525 | 29 | 0.8611 | 0.9118 | 0.8857 | 34 | 0.8172 | 0.8917 | 0.8529 | 0.9655 |
133
+ | 0.0333 | 61.0 | 6466 | 0.1767 | 0.8205 | 0.8767 | 0.8477 | 73 | 0.6265 | 0.8 | 0.7027 | 65 | 0.8571 | 0.92 | 0.8875 | 150 | 0.7647 | 0.8966 | 0.8254 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.7868 | 0.8832 | 0.8322 | 0.9623 |
134
+ | 0.0324 | 62.0 | 6572 | 0.1648 | 0.8289 | 0.8630 | 0.8456 | 73 | 0.6883 | 0.8154 | 0.7465 | 65 | 0.8861 | 0.9333 | 0.9091 | 150 | 0.7879 | 0.8966 | 0.8387 | 29 | 0.8108 | 0.8824 | 0.8451 | 34 | 0.8189 | 0.8889 | 0.8525 | 0.9653 |
135
+ | 0.0364 | 63.0 | 6678 | 0.1629 | 0.8533 | 0.8767 | 0.8649 | 73 | 0.6875 | 0.8462 | 0.7586 | 65 | 0.8625 | 0.92 | 0.8903 | 150 | 0.8125 | 0.8966 | 0.8525 | 29 | 0.8611 | 0.9118 | 0.8857 | 34 | 0.8198 | 0.8946 | 0.8556 | 0.9651 |
136
+ | 0.034 | 64.0 | 6784 | 0.1654 | 0.8148 | 0.9041 | 0.8571 | 73 | 0.6471 | 0.6769 | 0.6617 | 65 | 0.8553 | 0.9067 | 0.8803 | 150 | 0.7879 | 0.8966 | 0.8387 | 29 | 0.8611 | 0.9118 | 0.8857 | 34 | 0.8037 | 0.8632 | 0.8324 | 0.9638 |
137
+ | 0.0325 | 65.0 | 6890 | 0.1645 | 0.8553 | 0.8904 | 0.8725 | 73 | 0.6933 | 0.8 | 0.7429 | 65 | 0.8571 | 0.92 | 0.8875 | 150 | 0.7576 | 0.8621 | 0.8065 | 29 | 0.7692 | 0.8824 | 0.8219 | 34 | 0.8073 | 0.8832 | 0.8435 | 0.9665 |
138
+ | 0.0322 | 66.0 | 6996 | 0.1727 | 0.8148 | 0.9041 | 0.8571 | 73 | 0.6667 | 0.8 | 0.7273 | 65 | 0.8688 | 0.9267 | 0.8968 | 150 | 0.8125 | 0.8966 | 0.8525 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8046 | 0.8917 | 0.8459 | 0.9646 |
139
+ | 0.0314 | 67.0 | 7102 | 0.1656 | 0.8462 | 0.9041 | 0.8742 | 73 | 0.6812 | 0.7231 | 0.7015 | 65 | 0.8734 | 0.92 | 0.8961 | 150 | 0.7353 | 0.8621 | 0.7937 | 29 | 0.7436 | 0.8529 | 0.7945 | 34 | 0.8069 | 0.8689 | 0.8368 | 0.9643 |
140
+ | 0.0313 | 68.0 | 7208 | 0.1711 | 0.8553 | 0.8904 | 0.8725 | 73 | 0.6883 | 0.8154 | 0.7465 | 65 | 0.8608 | 0.9067 | 0.8831 | 150 | 0.7353 | 0.8621 | 0.7937 | 29 | 0.7632 | 0.8529 | 0.8056 | 34 | 0.8042 | 0.8775 | 0.8392 | 0.9643 |
141
+ | 0.0319 | 69.0 | 7314 | 0.1759 | 0.8442 | 0.8904 | 0.8667 | 73 | 0.6914 | 0.8615 | 0.7671 | 65 | 0.8553 | 0.9067 | 0.8803 | 150 | 0.7812 | 0.8621 | 0.8197 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8062 | 0.8889 | 0.8455 | 0.9628 |
142
+ | 0.0303 | 70.0 | 7420 | 0.1741 | 0.8553 | 0.8904 | 0.8725 | 73 | 0.6933 | 0.8 | 0.7429 | 65 | 0.8688 | 0.9267 | 0.8968 | 150 | 0.7353 | 0.8621 | 0.7937 | 29 | 0.7692 | 0.8824 | 0.8219 | 34 | 0.8099 | 0.8860 | 0.8463 | 0.9636 |
143
+ | 0.0299 | 71.0 | 7526 | 0.1705 | 0.8462 | 0.9041 | 0.8742 | 73 | 0.6923 | 0.8308 | 0.7552 | 65 | 0.8742 | 0.9267 | 0.8997 | 150 | 0.7812 | 0.8621 | 0.8197 | 29 | 0.8378 | 0.9118 | 0.8732 | 34 | 0.8203 | 0.8974 | 0.8571 | 0.9651 |
144
+ | 0.0289 | 72.0 | 7632 | 0.1736 | 0.8228 | 0.8904 | 0.8553 | 73 | 0.6849 | 0.7692 | 0.7246 | 65 | 0.8509 | 0.9133 | 0.8810 | 150 | 0.7812 | 0.8621 | 0.8197 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8016 | 0.8746 | 0.8365 | 0.9636 |
145
+ | 0.029 | 73.0 | 7738 | 0.1749 | 0.8421 | 0.8767 | 0.8591 | 73 | 0.7013 | 0.8308 | 0.7606 | 65 | 0.8742 | 0.9267 | 0.8997 | 150 | 0.7576 | 0.8621 | 0.8065 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8146 | 0.8889 | 0.8501 | 0.9648 |
146
+ | 0.0271 | 74.0 | 7844 | 0.1736 | 0.8553 | 0.8904 | 0.8725 | 73 | 0.7123 | 0.8 | 0.7536 | 65 | 0.8742 | 0.9267 | 0.8997 | 150 | 0.7812 | 0.8621 | 0.8197 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8228 | 0.8860 | 0.8532 | 0.9668 |
147
+ | 0.0283 | 75.0 | 7950 | 0.1777 | 0.8354 | 0.9041 | 0.8684 | 73 | 0.6883 | 0.8154 | 0.7465 | 65 | 0.8805 | 0.9333 | 0.9061 | 150 | 0.7576 | 0.8621 | 0.8065 | 29 | 0.8108 | 0.8824 | 0.8451 | 34 | 0.8156 | 0.8946 | 0.8533 | 0.9643 |
148
+ | 0.0292 | 76.0 | 8056 | 0.1849 | 0.8462 | 0.9041 | 0.8742 | 73 | 0.6790 | 0.8462 | 0.7534 | 65 | 0.8812 | 0.94 | 0.9097 | 150 | 0.7353 | 0.8621 | 0.7937 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8107 | 0.9031 | 0.8544 | 0.9638 |
149
+ | 0.0287 | 77.0 | 8162 | 0.1785 | 0.8553 | 0.8904 | 0.8725 | 73 | 0.6923 | 0.8308 | 0.7552 | 65 | 0.8797 | 0.9267 | 0.9026 | 150 | 0.7353 | 0.8621 | 0.7937 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8151 | 0.8917 | 0.8517 | 0.9641 |
150
+ | 0.0258 | 78.0 | 8268 | 0.1714 | 0.8649 | 0.8767 | 0.8707 | 73 | 0.7324 | 0.8 | 0.7647 | 65 | 0.8726 | 0.9133 | 0.8925 | 150 | 0.7812 | 0.8621 | 0.8197 | 29 | 0.8333 | 0.8824 | 0.8571 | 34 | 0.8324 | 0.8775 | 0.8544 | 0.9663 |
151
+ | 0.0275 | 79.0 | 8374 | 0.1759 | 0.8462 | 0.9041 | 0.8742 | 73 | 0.6623 | 0.7846 | 0.7183 | 65 | 0.8679 | 0.92 | 0.8932 | 150 | 0.7143 | 0.8621 | 0.7813 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8010 | 0.8832 | 0.8401 | 0.9628 |
152
+ | 0.0288 | 80.0 | 8480 | 0.1741 | 0.8684 | 0.9041 | 0.8859 | 73 | 0.68 | 0.7846 | 0.7286 | 65 | 0.8797 | 0.9267 | 0.9026 | 150 | 0.8125 | 0.8966 | 0.8525 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8232 | 0.8889 | 0.8548 | 0.9641 |
153
+ | 0.0283 | 81.0 | 8586 | 0.1744 | 0.8462 | 0.9041 | 0.8742 | 73 | 0.7123 | 0.8 | 0.7536 | 65 | 0.8571 | 0.92 | 0.8875 | 150 | 0.7143 | 0.8621 | 0.7813 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8078 | 0.8860 | 0.8451 | 0.9636 |
154
+ | 0.027 | 82.0 | 8692 | 0.1758 | 0.8228 | 0.8904 | 0.8553 | 73 | 0.68 | 0.7846 | 0.7286 | 65 | 0.8790 | 0.92 | 0.8990 | 150 | 0.7879 | 0.8966 | 0.8387 | 29 | 0.8158 | 0.9118 | 0.8611 | 34 | 0.8141 | 0.8860 | 0.8486 | 0.9643 |
155
+ | 0.0254 | 83.0 | 8798 | 0.1825 | 0.8312 | 0.8767 | 0.8533 | 73 | 0.6582 | 0.8 | 0.7222 | 65 | 0.8734 | 0.92 | 0.8961 | 150 | 0.7143 | 0.8621 | 0.7813 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.7984 | 0.8803 | 0.8374 | 0.9628 |
156
+ | 0.0267 | 84.0 | 8904 | 0.1853 | 0.8354 | 0.9041 | 0.8684 | 73 | 0.6795 | 0.8154 | 0.7413 | 65 | 0.8571 | 0.92 | 0.8875 | 150 | 0.7143 | 0.8621 | 0.7813 | 29 | 0.7692 | 0.8824 | 0.8219 | 34 | 0.7959 | 0.8889 | 0.8398 | 0.9636 |
157
+ | 0.0244 | 85.0 | 9010 | 0.1810 | 0.825 | 0.9041 | 0.8627 | 73 | 0.6667 | 0.7692 | 0.7143 | 65 | 0.8679 | 0.92 | 0.8932 | 150 | 0.7647 | 0.8966 | 0.8254 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8031 | 0.8832 | 0.8412 | 0.9643 |
158
+ | 0.0241 | 86.0 | 9116 | 0.1784 | 0.8481 | 0.9178 | 0.8816 | 73 | 0.7101 | 0.7538 | 0.7313 | 65 | 0.8679 | 0.92 | 0.8932 | 150 | 0.7647 | 0.8966 | 0.8254 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8179 | 0.8832 | 0.8493 | 0.9653 |
159
+ | 0.0257 | 87.0 | 9222 | 0.1824 | 0.8375 | 0.9178 | 0.8758 | 73 | 0.6667 | 0.8 | 0.7273 | 65 | 0.8688 | 0.9267 | 0.8968 | 150 | 0.7353 | 0.8621 | 0.7937 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8026 | 0.8917 | 0.8448 | 0.9636 |
160
+ | 0.0253 | 88.0 | 9328 | 0.1803 | 0.8590 | 0.9178 | 0.8874 | 73 | 0.6623 | 0.7846 | 0.7183 | 65 | 0.8688 | 0.9267 | 0.8968 | 150 | 0.7143 | 0.8621 | 0.7813 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8041 | 0.8889 | 0.8444 | 0.9641 |
161
+ | 0.026 | 89.0 | 9434 | 0.1838 | 0.8375 | 0.9178 | 0.8758 | 73 | 0.6623 | 0.7846 | 0.7183 | 65 | 0.8688 | 0.9267 | 0.8968 | 150 | 0.6857 | 0.8276 | 0.75 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.7974 | 0.8860 | 0.8394 | 0.9623 |
162
+ | 0.0246 | 90.0 | 9540 | 0.1807 | 0.8701 | 0.9178 | 0.8933 | 73 | 0.6623 | 0.7846 | 0.7183 | 65 | 0.8625 | 0.92 | 0.8903 | 150 | 0.7879 | 0.8966 | 0.8387 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8104 | 0.8889 | 0.8478 | 0.9638 |
163
+ | 0.023 | 91.0 | 9646 | 0.1841 | 0.8590 | 0.9178 | 0.8874 | 73 | 0.6494 | 0.7692 | 0.7042 | 65 | 0.8805 | 0.9333 | 0.9061 | 150 | 0.7353 | 0.8621 | 0.7937 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8083 | 0.8889 | 0.8467 | 0.9641 |
164
+ | 0.0235 | 92.0 | 9752 | 0.1831 | 0.8481 | 0.9178 | 0.8816 | 73 | 0.68 | 0.7846 | 0.7286 | 65 | 0.8805 | 0.9333 | 0.9061 | 150 | 0.7353 | 0.8621 | 0.7937 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8130 | 0.8917 | 0.8505 | 0.9648 |
165
+ | 0.0228 | 93.0 | 9858 | 0.1843 | 0.825 | 0.9041 | 0.8627 | 73 | 0.6709 | 0.8154 | 0.7361 | 65 | 0.8805 | 0.9333 | 0.9061 | 150 | 0.7812 | 0.8621 | 0.8197 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8093 | 0.8946 | 0.8498 | 0.9641 |
166
+ | 0.024 | 94.0 | 9964 | 0.1845 | 0.8375 | 0.9178 | 0.8758 | 73 | 0.6623 | 0.7846 | 0.7183 | 65 | 0.8805 | 0.9333 | 0.9061 | 150 | 0.7353 | 0.8621 | 0.7937 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8067 | 0.8917 | 0.8471 | 0.9636 |
167
+ | 0.024 | 95.0 | 10070 | 0.1825 | 0.8590 | 0.9178 | 0.8874 | 73 | 0.6538 | 0.7846 | 0.7133 | 65 | 0.8805 | 0.9333 | 0.9061 | 150 | 0.7576 | 0.8621 | 0.8065 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8109 | 0.8917 | 0.8494 | 0.9641 |
168
+ | 0.0247 | 96.0 | 10176 | 0.1849 | 0.8462 | 0.9041 | 0.8742 | 73 | 0.6456 | 0.7846 | 0.7083 | 65 | 0.8688 | 0.9267 | 0.8968 | 150 | 0.7576 | 0.8621 | 0.8065 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8015 | 0.8860 | 0.8417 | 0.9636 |
169
+ | 0.0236 | 97.0 | 10282 | 0.1839 | 0.8481 | 0.9178 | 0.8816 | 73 | 0.6711 | 0.7846 | 0.7234 | 65 | 0.8688 | 0.9267 | 0.8968 | 150 | 0.7576 | 0.8621 | 0.8065 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8083 | 0.8889 | 0.8467 | 0.9638 |
170
+ | 0.0228 | 98.0 | 10388 | 0.1857 | 0.8375 | 0.9178 | 0.8758 | 73 | 0.6623 | 0.7846 | 0.7183 | 65 | 0.8688 | 0.9267 | 0.8968 | 150 | 0.7576 | 0.8621 | 0.8065 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8041 | 0.8889 | 0.8444 | 0.9636 |
171
+ | 0.025 | 99.0 | 10494 | 0.1851 | 0.8481 | 0.9178 | 0.8816 | 73 | 0.6538 | 0.7846 | 0.7133 | 65 | 0.8688 | 0.9267 | 0.8968 | 150 | 0.7576 | 0.8621 | 0.8065 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8041 | 0.8889 | 0.8444 | 0.9638 |
172
+ | 0.023 | 100.0 | 10600 | 0.1850 | 0.8375 | 0.9178 | 0.8758 | 73 | 0.6538 | 0.7846 | 0.7133 | 65 | 0.8688 | 0.9267 | 0.8968 | 150 | 0.7576 | 0.8621 | 0.8065 | 29 | 0.7895 | 0.8824 | 0.8333 | 34 | 0.8021 | 0.8889 | 0.8432 | 0.9636 |
173
 
174
 
175
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