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ner-results.txt
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Date Model Run Dataset Micro F1 Macro F1 Label Report
07/09/2023 10:35:30 xlm-r-base xlm-r-base-0 datasets/hr500k.conllup_extracted.json 0.9883180308654034 0.9033725020957565 {'B-deriv-per': {'precision': 0.9705882352941176, 'recall': 0.868421052631579, 'f1-score': 0.9166666666666667, 'support': 38.0}, 'B-loc': {'precision': 0.9477806788511749, 'recall': 0.9490196078431372, 'f1-score': 0.9483997387328543, 'support': 765.0}, 'B-misc': {'precision': 0.8357348703170029, 'recall': 0.8285714285714286, 'f1-score': 0.8321377331420373, 'support': 350.0}, 'B-org': {'precision': 0.8808900523560209, 'recall': 0.9021447721179625, 'f1-score': 0.8913907284768212, 'support': 746.0}, 'B-per': {'precision': 0.9290780141843972, 'recall': 0.9465317919075145, 'f1-score': 0.9377236936292054, 'support': 692.0}, 'I-loc': {'precision': 0.9465648854961832, 'recall': 0.7515151515151515, 'f1-score': 0.8378378378378378, 'support': 165.0}, 'I-misc': {'precision': 0.845691382765531, 'recall': 0.8290766208251473, 'f1-score': 0.8373015873015873, 'support': 509.0}, 'I-org': {'precision': 0.8420168067226891, 'recall': 0.8994614003590664, 'f1-score': 0.8697916666666666, 'support': 557.0}, 'I-per': {'precision': 0.959731543624161, 'recall': 0.9727891156462585, 'f1-score': 0.9662162162162162, 'support': 441.0}, 'O': {'precision': 0.9965246684576351, 'recall': 0.9959937775694163, 'f1-score': 0.9962591522876724, 'support': 46927.0}, 'accuracy': 0.9883180308654034, 'macro avg': {'precision': 0.9154601138068912, 'recall': 0.8943524718986662, 'f1-score': 0.9033725020957565, 'support': 51190.0}, 'weighted avg': {'precision': 0.9884216829551715, 'recall': 0.9883180308654034, 'f1-score': 0.9883170134746402, 'support': 51190.0}}
07/09/2023 10:41:24 xlm-r-base xlm-r-base-1 datasets/hr500k.conllup_extracted.json 0.9885719867161555 0.9041299466961737 {'B-deriv-per': {'precision': 0.9142857142857143, 'recall': 0.8421052631578947, 'f1-score': 0.8767123287671234, 'support': 38.0}, 'B-loc': {'precision': 0.9314720812182741, 'recall': 0.9594771241830066, 'f1-score': 0.9452672247263361, 'support': 765.0}, 'B-misc': {'precision': 0.857566765578635, 'recall': 0.8257142857142857, 'f1-score': 0.8413391557496361, 'support': 350.0}, 'B-org': {'precision': 0.8834437086092716, 'recall': 0.8941018766756033, 'f1-score': 0.8887408394403732, 'support': 746.0}, 'B-per': {'precision': 0.9221140472878998, 'recall': 0.958092485549133, 'f1-score': 0.9397590361445783, 'support': 692.0}, 'I-loc': {'precision': 0.9692307692307692, 'recall': 0.7636363636363637, 'f1-score': 0.8542372881355932, 'support': 165.0}, 'I-misc': {'precision': 0.8551587301587301, 'recall': 0.8467583497053045, 'f1-score': 0.8509378084896347, 'support': 509.0}, 'I-org': {'precision': 0.8461538461538461, 'recall': 0.9084380610412927, 'f1-score': 0.8761904761904763, 'support': 557.0}, 'I-per': {'precision': 0.9642857142857143, 'recall': 0.9795918367346939, 'f1-score': 0.9718785151856019, 'support': 441.0}, 'O': {'precision': 0.9967787353869784, 'recall': 0.9956954418565005, 'f1-score': 0.9962367941323838, 'support': 46927.0}, 'accuracy': 0.9885719867161555, 'macro avg': {'precision': 0.9140490112195833, 'recall': 0.897361108825408, 'f1-score': 0.9041299466961737, 'support': 51190.0}, 'weighted avg': {'precision': 0.9887128652658606, 'recall': 0.9885719867161555, 'f1-score': 0.9885787101954415, 'support': 51190.0}}
07/09/2023 10:47:18 xlm-r-base xlm-r-base-2 datasets/hr500k.conllup_extracted.json 0.9883961711271733 0.9016759381617494 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8157894736842105, 'f1-score': 0.898550724637681, 'support': 38.0}, 'B-loc': {'precision': 0.9430051813471503, 'recall': 0.9516339869281045, 'f1-score': 0.9472999349381912, 'support': 765.0}, 'B-misc': {'precision': 0.8361581920903954, 'recall': 0.8457142857142858, 'f1-score': 0.8409090909090908, 'support': 350.0}, 'B-org': {'precision': 0.8813333333333333, 'recall': 0.886058981233244, 'f1-score': 0.8836898395721925, 'support': 746.0}, 'B-per': {'precision': 0.9085948158253752, 'recall': 0.9624277456647399, 'f1-score': 0.9347368421052632, 'support': 692.0}, 'I-loc': {'precision': 0.9136690647482014, 'recall': 0.7696969696969697, 'f1-score': 0.8355263157894737, 'support': 165.0}, 'I-misc': {'precision': 0.8405511811023622, 'recall': 0.8388998035363457, 'f1-score': 0.8397246804326449, 'support': 509.0}, 'I-org': {'precision': 0.872113676731794, 'recall': 0.881508078994614, 'f1-score': 0.8767857142857144, 'support': 557.0}, 'I-per': {'precision': 0.9493392070484582, 'recall': 0.9773242630385488, 'f1-score': 0.9631284916201117, 'support': 441.0}, 'O': {'precision': 0.9968434074137269, 'recall': 0.9959724678756366, 'f1-score': 0.9964077473271296, 'support': 46927.0}, 'accuracy': 0.9883961711271733, 'macro avg': {'precision': 0.9141608059640799, 'recall': 0.8925026056366698, 'f1-score': 0.9016759381617492, 'support': 51190.0}, 'weighted avg': {'precision': 0.9884776136940131, 'recall': 0.9883961711271733, 'f1-score': 0.9883968635586468, 'support': 51190.0}}
07/09/2023 10:51:39 csebert csebert-0 datasets/hr500k.conllup_extracted.json 0.9905059581949599 0.9160102584700643 {'B-deriv-per': {'precision': 0.918918918918919, 'recall': 0.8947368421052632, 'f1-score': 0.9066666666666667, 'support': 38.0}, 'B-loc': {'precision': 0.9485199485199485, 'recall': 0.9633986928104575, 'f1-score': 0.9559014267185473, 'support': 765.0}, 'B-misc': {'precision': 0.8761061946902655, 'recall': 0.8485714285714285, 'f1-score': 0.8621190130624092, 'support': 350.0}, 'B-org': {'precision': 0.9150943396226415, 'recall': 0.9101876675603218, 'f1-score': 0.9126344086021506, 'support': 746.0}, 'B-per': {'precision': 0.9577464788732394, 'recall': 0.9826589595375722, 'f1-score': 0.9700427960057061, 'support': 692.0}, 'I-loc': {'precision': 0.9078014184397163, 'recall': 0.7757575757575758, 'f1-score': 0.8366013071895424, 'support': 165.0}, 'I-misc': {'precision': 0.8666666666666667, 'recall': 0.8428290766208252, 'f1-score': 0.8545816733067728, 'support': 509.0}, 'I-org': {'precision': 0.8906810035842294, 'recall': 0.8922800718132855, 'f1-score': 0.8914798206278027, 'support': 557.0}, 'I-per': {'precision': 0.9602649006622517, 'recall': 0.9863945578231292, 'f1-score': 0.9731543624161074, 'support': 441.0}, 'O': {'precision': 0.996804295027483, 'recall': 0.9970379525646217, 'f1-score': 0.9969211101049379, 'support': 46927.0}, 'accuracy': 0.9905059581949599, 'macro avg': {'precision': 0.923860416500536, 'recall': 0.9093852825164481, 'f1-score': 0.9160102584700642, 'support': 51190.0}, 'weighted avg': {'precision': 0.9904304873751923, 'recall': 0.9905059581949599, 'f1-score': 0.9904436026217435, 'support': 51190.0}}
07/09/2023 10:56:00 csebert csebert-1 datasets/hr500k.conllup_extracted.json 0.9907208439148271 0.9199118295546669 {'B-deriv-per': {'precision': 0.918918918918919, 'recall': 0.8947368421052632, 'f1-score': 0.9066666666666667, 'support': 38.0}, 'B-loc': {'precision': 0.954367666232073, 'recall': 0.9568627450980393, 'f1-score': 0.9556135770234986, 'support': 765.0}, 'B-misc': {'precision': 0.8706896551724138, 'recall': 0.8657142857142858, 'f1-score': 0.8681948424068768, 'support': 350.0}, 'B-org': {'precision': 0.9142857142857143, 'recall': 0.900804289544236, 'f1-score': 0.9074949358541525, 'support': 746.0}, 'B-per': {'precision': 0.9575070821529745, 'recall': 0.976878612716763, 'f1-score': 0.9670958512160229, 'support': 692.0}, 'I-loc': {'precision': 0.910958904109589, 'recall': 0.806060606060606, 'f1-score': 0.855305466237942, 'support': 165.0}, 'I-misc': {'precision': 0.8689516129032258, 'recall': 0.8467583497053045, 'f1-score': 0.8577114427860697, 'support': 509.0}, 'I-org': {'precision': 0.9081081081081082, 'recall': 0.9048473967684022, 'f1-score': 0.9064748201438849, 'support': 557.0}, 'I-per': {'precision': 0.9646799116997793, 'recall': 0.9909297052154195, 'f1-score': 0.977628635346756, 'support': 441.0}, 'O': {'precision': 0.9967197051994803, 'recall': 0.9971445010335201, 'f1-score': 0.9969320578647977, 'support': 46927.0}, 'accuracy': 0.9907208439148271, 'macro avg': {'precision': 0.9265187278782276, 'recall': 0.9140737333961841, 'f1-score': 0.9199118295546669, 'support': 51190.0}, 'weighted avg': {'precision': 0.9906488349271625, 'recall': 0.9907208439148271, 'f1-score': 0.9906692591233482, 'support': 51190.0}}
07/09/2023 11:00:30 csebert csebert-2 datasets/hr500k.conllup_extracted.json 0.9905450283258449 0.9177120325085371 {'B-deriv-per': {'precision': 0.8947368421052632, 'recall': 0.8947368421052632, 'f1-score': 0.8947368421052632, 'support': 38.0}, 'B-loc': {'precision': 0.9560155239327296, 'recall': 0.9660130718954248, 'f1-score': 0.9609882964889467, 'support': 765.0}, 'B-misc': {'precision': 0.8649425287356322, 'recall': 0.86, 'f1-score': 0.8624641833810888, 'support': 350.0}, 'B-org': {'precision': 0.9093333333333333, 'recall': 0.9142091152815014, 'f1-score': 0.9117647058823529, 'support': 746.0}, 'B-per': {'precision': 0.9560283687943263, 'recall': 0.9739884393063584, 'f1-score': 0.9649248389405869, 'support': 692.0}, 'I-loc': {'precision': 0.9172413793103448, 'recall': 0.806060606060606, 'f1-score': 0.8580645161290322, 'support': 165.0}, 'I-misc': {'precision': 0.8699186991869918, 'recall': 0.8408644400785854, 'f1-score': 0.855144855144855, 'support': 509.0}, 'I-org': {'precision': 0.9034608378870674, 'recall': 0.8904847396768402, 'f1-score': 0.8969258589511754, 'support': 557.0}, 'I-per': {'precision': 0.9665924276169265, 'recall': 0.9841269841269841, 'f1-score': 0.9752808988764045, 'support': 441.0}, 'O': {'precision': 0.9966766792356362, 'recall': 0.9969740234832826, 'f1-score': 0.9968253291856649, 'support': 46927.0}, 'accuracy': 0.9905450283258449, 'macro avg': {'precision': 0.9234946620138251, 'recall': 0.9127458262014846, 'f1-score': 0.9177120325085371, 'support': 51190.0}, 'weighted avg': {'precision': 0.9904803863642038, 'recall': 0.9905450283258449, 'f1-score': 0.9904958224086455, 'support': 51190.0}}
07/09/2023 11:30:28 xlm-r-base xlm-r-base-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9782171581769437 0.7487698721842438 {'B-deriv-per': {'precision': 0.25, 'recall': 0.3333333333333333, 'f1-score': 0.28571428571428575, 'support': 3.0}, 'B-loc': {'precision': 0.6440677966101694, 'recall': 0.8085106382978723, 'f1-score': 0.7169811320754716, 'support': 47.0}, 'B-misc': {'precision': 0.7088607594936709, 'recall': 0.6363636363636364, 'f1-score': 0.6706586826347305, 'support': 88.0}, 'B-org': {'precision': 0.7204301075268817, 'recall': 0.7528089887640449, 'f1-score': 0.7362637362637361, 'support': 89.0}, 'B-per': {'precision': 0.9304347826086956, 'recall': 0.9224137931034483, 'f1-score': 0.9264069264069263, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7567567567567568, 'recall': 0.6511627906976745, 'f1-score': 0.7000000000000001, 'support': 86.0}, 'I-org': {'precision': 0.8, 'recall': 0.6486486486486487, 'f1-score': 0.7164179104477612, 'support': 37.0}, 'I-per': {'precision': 0.8611111111111112, 'recall': 0.9117647058823529, 'f1-score': 0.8857142857142858, 'support': 34.0}, 'O': {'precision': 0.9917355371900827, 'recall': 0.9930631617378606, 'f1-score': 0.9923989054423838, 'support': 8217.0}, 'accuracy': 0.9782171581769437, 'macro avg': {'precision': 0.7413396851297369, 'recall': 0.7658069696828872, 'f1-score': 0.7487698721842438, 'support': 8952.0}, 'weighted avg': {'precision': 0.9781736243458007, 'recall': 0.9782171581769437, 'f1-score': 0.9780412517924462, 'support': 8952.0}}
07/09/2023 11:33:44 xlm-r-base xlm-r-base-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9798927613941019 0.7602845372585854 {'B-deriv-per': {'precision': 0.25, 'recall': 0.3333333333333333, 'f1-score': 0.28571428571428575, 'support': 3.0}, 'B-loc': {'precision': 0.75, 'recall': 0.8936170212765957, 'f1-score': 0.8155339805825244, 'support': 47.0}, 'B-misc': {'precision': 0.7051282051282052, 'recall': 0.625, 'f1-score': 0.6626506024096386, 'support': 88.0}, 'B-org': {'precision': 0.717391304347826, 'recall': 0.7415730337078652, 'f1-score': 0.729281767955801, 'support': 89.0}, 'B-per': {'precision': 0.9327731092436975, 'recall': 0.9568965517241379, 'f1-score': 0.9446808510638298, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.75, 'recall': 0.6627906976744186, 'f1-score': 0.7037037037037037, 'support': 86.0}, 'I-org': {'precision': 0.7931034482758621, 'recall': 0.6216216216216216, 'f1-score': 0.696969696969697, 'support': 37.0}, 'I-per': {'precision': 0.8888888888888888, 'recall': 0.9411764705882353, 'f1-score': 0.9142857142857143, 'support': 34.0}, 'O': {'precision': 0.9927007299270073, 'recall': 0.9930631617378606, 'f1-score': 0.9928819127578026, 'support': 8217.0}, 'accuracy': 0.9798927613941019, 'macro avg': {'precision': 0.7529985685811488, 'recall': 0.7769071891664068, 'f1-score': 0.7602845372585854, 'support': 8952.0}, 'weighted avg': {'precision': 0.9796518205734689, 'recall': 0.9798927613941019, 'f1-score': 0.9796279852289156, 'support': 8952.0}}
07/09/2023 11:37:02 xlm-r-base xlm-r-base-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.980674709562109 0.7806084209587221 {'B-deriv-per': {'precision': 0.4, 'recall': 0.6666666666666666, 'f1-score': 0.5, 'support': 3.0}, 'B-loc': {'precision': 0.7924528301886793, 'recall': 0.8936170212765957, 'f1-score': 0.8400000000000001, 'support': 47.0}, 'B-misc': {'precision': 0.68, 'recall': 0.5795454545454546, 'f1-score': 0.6257668711656442, 'support': 88.0}, 'B-org': {'precision': 0.7052631578947368, 'recall': 0.7528089887640449, 'f1-score': 0.7282608695652174, 'support': 89.0}, 'B-per': {'precision': 0.9430199430199431, 'recall': 0.9511494252873564, 'f1-score': 0.9470672389127324, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7857142857142857, 'recall': 0.6395348837209303, 'f1-score': 0.7051282051282051, 'support': 86.0}, 'I-org': {'precision': 0.8214285714285714, 'recall': 0.6216216216216216, 'f1-score': 0.7076923076923075, 'support': 37.0}, 'I-per': {'precision': 0.8648648648648649, 'recall': 0.9411764705882353, 'f1-score': 0.9014084507042254, 'support': 34.0}, 'O': {'precision': 0.9925916929803255, 'recall': 0.9946452476572959, 'f1-score': 0.9936174092760318, 'support': 8217.0}, 'accuracy': 0.980674709562109, 'macro avg': {'precision': 0.7735335346091408, 'recall': 0.8040765780128203, 'f1-score': 0.7806084209587222, 'support': 8952.0}, 'weighted avg': {'precision': 0.9802245617271521, 'recall': 0.980674709562109, 'f1-score': 0.9802324966641733, 'support': 8952.0}}
07/09/2023 11:39:39 csebert csebert-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9804512957998213 0.786974832693322 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8333333333333334, 'recall': 0.9574468085106383, 'f1-score': 0.8910891089108911, 'support': 47.0}, 'B-misc': {'precision': 0.6363636363636364, 'recall': 0.5568181818181818, 'f1-score': 0.5939393939393939, 'support': 88.0}, 'B-org': {'precision': 0.7976190476190477, 'recall': 0.7528089887640449, 'f1-score': 0.7745664739884393, 'support': 89.0}, 'B-per': {'precision': 0.9476744186046512, 'recall': 0.9367816091954023, 'f1-score': 0.9421965317919075, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.6875, 'recall': 0.6395348837209303, 'f1-score': 0.6626506024096386, 'support': 86.0}, 'I-org': {'precision': 0.7857142857142857, 'recall': 0.5945945945945946, 'f1-score': 0.676923076923077, 'support': 37.0}, 'I-per': {'precision': 0.9666666666666667, 'recall': 0.8529411764705882, 'f1-score': 0.90625, 'support': 34.0}, 'O': {'precision': 0.9917545774220928, 'recall': 0.9953754411585737, 'f1-score': 0.9935617103984451, 'support': 8217.0}, 'accuracy': 0.9804512957998213, 'macro avg': {'precision': 0.7896625965723714, 'recall': 0.795296835089962, 'f1-score': 0.7869748326933221, 'support': 8952.0}, 'weighted avg': {'precision': 0.9796700086566815, 'recall': 0.9804512957998213, 'f1-score': 0.9799148300175553, 'support': 8952.0}}
07/09/2023 11:42:15 csebert csebert-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9831322609472744 0.79709444301067 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8333333333333334, 'recall': 0.9574468085106383, 'f1-score': 0.8910891089108911, 'support': 47.0}, 'B-misc': {'precision': 0.7123287671232876, 'recall': 0.5909090909090909, 'f1-score': 0.6459627329192547, 'support': 88.0}, 'B-org': {'precision': 0.7634408602150538, 'recall': 0.797752808988764, 'f1-score': 0.7802197802197802, 'support': 89.0}, 'B-per': {'precision': 0.9454022988505747, 'recall': 0.9454022988505747, 'f1-score': 0.9454022988505747, 'support': 348.0}, 'I-loc': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'I-misc': {'precision': 0.7792207792207793, 'recall': 0.6976744186046512, 'f1-score': 0.7361963190184049, 'support': 86.0}, 'I-org': {'precision': 0.8, 'recall': 0.6486486486486487, 'f1-score': 0.7164179104477612, 'support': 37.0}, 'I-per': {'precision': 0.96875, 'recall': 0.9117647058823529, 'f1-score': 0.9393939393939394, 'support': 34.0}, 'O': {'precision': 0.9936862554638174, 'recall': 0.9959839357429718, 'f1-score': 0.9948337689175226, 'support': 8217.0}, 'accuracy': 0.9831322609472744, 'macro avg': {'precision': 0.7896162294206845, 'recall': 0.8212249382804359, 'f1-score': 0.79709444301067, 'support': 8952.0}, 'weighted avg': {'precision': 0.9826595490272376, 'recall': 0.9831322609472744, 'f1-score': 0.9827344251593365, 'support': 8952.0}}
07/09/2023 11:44:52 csebert csebert-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9803395889186773 0.7967090305058506 {'B-deriv-per': {'precision': 0.6666666666666666, 'recall': 0.6666666666666666, 'f1-score': 0.6666666666666666, 'support': 3.0}, 'B-loc': {'precision': 0.7894736842105263, 'recall': 0.9574468085106383, 'f1-score': 0.8653846153846154, 'support': 47.0}, 'B-misc': {'precision': 0.6309523809523809, 'recall': 0.6022727272727273, 'f1-score': 0.6162790697674418, 'support': 88.0}, 'B-org': {'precision': 0.8072289156626506, 'recall': 0.7528089887640449, 'f1-score': 0.7790697674418604, 'support': 89.0}, 'B-per': {'precision': 0.9475218658892128, 'recall': 0.9339080459770115, 'f1-score': 0.9406657018813314, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7285714285714285, 'recall': 0.5930232558139535, 'f1-score': 0.6538461538461539, 'support': 86.0}, 'I-org': {'precision': 0.875, 'recall': 0.5675675675675675, 'f1-score': 0.6885245901639344, 'support': 37.0}, 'I-per': {'precision': 0.9666666666666667, 'recall': 0.8529411764705882, 'f1-score': 0.90625, 'support': 34.0}, 'O': {'precision': 0.9910346498667313, 'recall': 0.9954971400754533, 'f1-score': 0.9932608827636452, 'support': 8217.0}, 'accuracy': 0.9803395889186773, 'macro avg': {'precision': 0.8153116258486264, 'recall': 0.792213237711865, 'f1-score': 0.7967090305058506, 'support': 8952.0}, 'weighted avg': {'precision': 0.9796347836219691, 'recall': 0.9803395889186773, 'f1-score': 0.9797038974449035, 'support': 8952.0}}
07/09/2023 11:54:42 xlm-r-base xlm-r-base-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9843236132427099 0.7150077846915062 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.8478260869565217, 'recall': 0.8297872340425532, 'f1-score': 0.8387096774193549, 'support': 47.0}, 'B-misc': {'precision': 0.5161290322580645, 'recall': 0.45714285714285713, 'f1-score': 0.4848484848484849, 'support': 35.0}, 'B-org': {'precision': 0.8524590163934426, 'recall': 0.7222222222222222, 'f1-score': 0.7819548872180451, 'support': 72.0}, 'B-per': {'precision': 0.8960396039603961, 'recall': 0.8960396039603961, 'f1-score': 0.8960396039603961, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.25, 'f1-score': 0.4, 'support': 4.0}, 'I-misc': {'precision': 0.46153846153846156, 'recall': 0.1875, 'f1-score': 0.26666666666666666, 'support': 32.0}, 'I-org': {'precision': 0.9090909090909091, 'recall': 0.625, 'f1-score': 0.7407407407407406, 'support': 16.0}, 'I-per': {'precision': 0.8611111111111112, 'recall': 0.6595744680851063, 'f1-score': 0.7469879518072289, 'support': 47.0}, 'O': {'precision': 0.9910499139414802, 'recall': 0.99722895739522, 'f1-score': 0.9941298342541437, 'support': 8661.0}, 'accuracy': 0.9843236132427099, 'macro avg': {'precision': 0.8335244135250388, 'recall': 0.6624495342848354, 'f1-score': 0.7150077846915062, 'support': 9122.0}, 'weighted avg': {'precision': 0.9826309585157184, 'recall': 0.9843236132427099, 'f1-score': 0.9830017449115731, 'support': 9122.0}}
07/09/2023 11:57:37 xlm-r-base xlm-r-base-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9833369875027407 0.7249904664051423 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.7804878048780488, 'recall': 0.6808510638297872, 'f1-score': 0.7272727272727273, 'support': 47.0}, 'B-misc': {'precision': 0.45, 'recall': 0.5142857142857142, 'f1-score': 0.48, 'support': 35.0}, 'B-org': {'precision': 0.8305084745762712, 'recall': 0.6805555555555556, 'f1-score': 0.748091603053435, 'support': 72.0}, 'B-per': {'precision': 0.9025641025641026, 'recall': 0.8712871287128713, 'f1-score': 0.8866498740554156, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.5, 'f1-score': 0.6666666666666666, 'support': 4.0}, 'I-misc': {'precision': 0.6923076923076923, 'recall': 0.28125, 'f1-score': 0.4, 'support': 32.0}, 'I-org': {'precision': 0.8, 'recall': 0.5, 'f1-score': 0.6153846153846154, 'support': 16.0}, 'I-per': {'precision': 0.8571428571428571, 'recall': 0.6382978723404256, 'f1-score': 0.7317073170731707, 'support': 47.0}, 'O': {'precision': 0.9907120743034056, 'recall': 0.9975753377208174, 'f1-score': 0.9941318605453918, 'support': 8661.0}, 'accuracy': 0.9833369875027407, 'macro avg': {'precision': 0.8303723005772378, 'recall': 0.6664102672445171, 'f1-score': 0.7249904664051423, 'support': 9122.0}, 'weighted avg': {'precision': 0.9822784829750126, 'recall': 0.9833369875027407, 'f1-score': 0.9822217492611003, 'support': 9122.0}}
07/09/2023 12:00:34 xlm-r-base xlm-r-base-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9843236132427099 0.760645143995599 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8604651162790697, 'recall': 0.7872340425531915, 'f1-score': 0.8222222222222222, 'support': 47.0}, 'B-misc': {'precision': 0.5882352941176471, 'recall': 0.5714285714285714, 'f1-score': 0.5797101449275363, 'support': 35.0}, 'B-org': {'precision': 0.8387096774193549, 'recall': 0.7222222222222222, 'f1-score': 0.7761194029850746, 'support': 72.0}, 'B-per': {'precision': 0.9090909090909091, 'recall': 0.8910891089108911, 'f1-score': 0.9, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.46153846153846156, 'recall': 0.1875, 'f1-score': 0.26666666666666666, 'support': 32.0}, 'I-org': {'precision': 0.9090909090909091, 'recall': 0.625, 'f1-score': 0.7407407407407406, 'support': 16.0}, 'I-per': {'precision': 0.8611111111111112, 'recall': 0.6595744680851063, 'f1-score': 0.7469879518072289, 'support': 47.0}, 'O': {'precision': 0.9907056798623064, 'recall': 0.9968825770696225, 'f1-score': 0.9937845303867404, 'support': 8661.0}, 'accuracy': 0.9843236132427099, 'macro avg': {'precision': 0.8276090015652627, 'recall': 0.7190930990269604, 'f1-score': 0.760645143995599, 'support': 9122.0}, 'weighted avg': {'precision': 0.9827324286490893, 'recall': 0.9843236132427099, 'f1-score': 0.983144416366866, 'support': 9122.0}}
07/09/2023 12:02:59 csebert csebert-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9856391142293357 0.7492742082106878 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.8367346938775511, 'recall': 0.8723404255319149, 'f1-score': 0.8541666666666667, 'support': 47.0}, 'B-misc': {'precision': 0.5526315789473685, 'recall': 0.6, 'f1-score': 0.5753424657534247, 'support': 35.0}, 'B-org': {'precision': 0.835820895522388, 'recall': 0.7777777777777778, 'f1-score': 0.8057553956834532, 'support': 72.0}, 'B-per': {'precision': 0.9390862944162437, 'recall': 0.9158415841584159, 'f1-score': 0.9273182957393484, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.5, 'f1-score': 0.6666666666666666, 'support': 4.0}, 'I-misc': {'precision': 0.5384615384615384, 'recall': 0.21875, 'f1-score': 0.3111111111111111, 'support': 32.0}, 'I-org': {'precision': 0.7272727272727273, 'recall': 0.5, 'f1-score': 0.5925925925925926, 'support': 16.0}, 'I-per': {'precision': 0.9117647058823529, 'recall': 0.6595744680851063, 'f1-score': 0.7654320987654322, 'support': 47.0}, 'O': {'precision': 0.9918437679494544, 'recall': 0.9968825770696225, 'f1-score': 0.9943567891281815, 'support': 8661.0}, 'accuracy': 0.9856391142293357, 'macro avg': {'precision': 0.8333616202329625, 'recall': 0.7041166832622838, 'f1-score': 0.7492742082106877, 'support': 9122.0}, 'weighted avg': {'precision': 0.9845014382897306, 'recall': 0.9856391142293357, 'f1-score': 0.9846326098276824, 'support': 9122.0}}
07/09/2023 12:05:27 csebert csebert-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.985419864064898 0.7399912287642831 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8367346938775511, 'recall': 0.8723404255319149, 'f1-score': 0.8541666666666667, 'support': 47.0}, 'B-misc': {'precision': 0.6363636363636364, 'recall': 0.6, 'f1-score': 0.6176470588235293, 'support': 35.0}, 'B-org': {'precision': 0.8688524590163934, 'recall': 0.7361111111111112, 'f1-score': 0.7969924812030076, 'support': 72.0}, 'B-per': {'precision': 0.9282051282051282, 'recall': 0.8960396039603961, 'f1-score': 0.9118387909319899, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.5, 'f1-score': 0.6666666666666666, 'support': 4.0}, 'I-misc': {'precision': 0.6, 'recall': 0.1875, 'f1-score': 0.2857142857142857, 'support': 32.0}, 'I-org': {'precision': 0.8, 'recall': 0.5, 'f1-score': 0.6153846153846154, 'support': 16.0}, 'I-per': {'precision': 0.90625, 'recall': 0.6170212765957447, 'f1-score': 0.7341772151898734, 'support': 47.0}, 'O': {'precision': 0.9907142038289579, 'recall': 0.9978062579378825, 'f1-score': 0.9942475839852738, 'support': 8661.0}, 'accuracy': 0.985419864064898, 'macro avg': {'precision': 0.8424262978434524, 'recall': 0.6906818675137049, 'f1-score': 0.7399912287642832, 'support': 9122.0}, 'weighted avg': {'precision': 0.9839910543013648, 'recall': 0.985419864064898, 'f1-score': 0.9840185450571756, 'support': 9122.0}}
07/09/2023 12:07:52 csebert csebert-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9868449901337426 0.7630976881558591 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.8723404255319149, 'recall': 0.8723404255319149, 'f1-score': 0.8723404255319149, 'support': 47.0}, 'B-misc': {'precision': 0.6129032258064516, 'recall': 0.5428571428571428, 'f1-score': 0.5757575757575757, 'support': 35.0}, 'B-org': {'precision': 0.8571428571428571, 'recall': 0.75, 'f1-score': 0.7999999999999999, 'support': 72.0}, 'B-per': {'precision': 0.9390862944162437, 'recall': 0.9158415841584159, 'f1-score': 0.9273182957393484, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.5, 'f1-score': 0.6666666666666666, 'support': 4.0}, 'I-misc': {'precision': 0.9, 'recall': 0.28125, 'f1-score': 0.4285714285714286, 'support': 32.0}, 'I-org': {'precision': 0.8, 'recall': 0.5, 'f1-score': 0.6153846153846154, 'support': 16.0}, 'I-per': {'precision': 0.9090909090909091, 'recall': 0.6382978723404256, 'f1-score': 0.75, 'support': 47.0}, 'O': {'precision': 0.9914020405823685, 'recall': 0.9984990185890775, 'f1-score': 0.9949378739070409, 'support': 8661.0}, 'accuracy': 0.9868449901337426, 'macro avg': {'precision': 0.8881965752570746, 'recall': 0.6999086043476976, 'f1-score': 0.763097688155859, 'support': 9122.0}, 'weighted avg': {'precision': 0.9860471032997981, 'recall': 0.9868449901337426, 'f1-score': 0.9856066479968045, 'support': 9122.0}}
07/09/2023 12:16:03 xlm-r-base xlm-r-base-0 datasets/set.sr.plus.conllup_extracted.json 0.9890552491025304 0.9096971874345858 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9593908629441624, 'recall': 0.9767441860465116, 'f1-score': 0.967989756722151, 'support': 387.0}, 'B-misc': {'precision': 0.7096774193548387, 'recall': 0.6285714285714286, 'f1-score': 0.6666666666666666, 'support': 35.0}, 'B-org': {'precision': 0.9377593360995851, 'recall': 0.900398406374502, 'f1-score': 0.91869918699187, 'support': 251.0}, 'B-per': {'precision': 0.9814814814814815, 'recall': 0.986046511627907, 'f1-score': 0.9837587006960558, 'support': 215.0}, 'I-loc': {'precision': 0.9591836734693877, 'recall': 0.8545454545454545, 'f1-score': 0.9038461538461537, 'support': 55.0}, 'I-misc': {'precision': 0.9384615384615385, 'recall': 0.782051282051282, 'f1-score': 0.8531468531468531, 'support': 78.0}, 'I-org': {'precision': 0.8369565217391305, 'recall': 0.8700564971751412, 'f1-score': 0.8531855955678669, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.995735396211445, 'recall': 0.9974170474865885, 'f1-score': 0.9965755124323787, 'support': 10066.0}, 'accuracy': 0.9890552491025304, 'macro avg': {'precision': 0.9304947599624583, 'recall': 0.891890773695574, 'f1-score': 0.9096971874345858, 'support': 11421.0}, 'weighted avg': {'precision': 0.9889427709858722, 'recall': 0.9890552491025304, 'f1-score': 0.9889093629181307, 'support': 11421.0}}
07/09/2023 12:17:48 xlm-r-base xlm-r-base-1 datasets/set.sr.plus.conllup_extracted.json 0.990281061203047 0.9177073649908036 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8461538461538461, 'f1-score': 0.9166666666666666, 'support': 13.0}, 'B-loc': {'precision': 0.9669211195928753, 'recall': 0.9819121447028424, 'f1-score': 0.9743589743589742, 'support': 387.0}, 'B-misc': {'precision': 0.7666666666666667, 'recall': 0.6571428571428571, 'f1-score': 0.7076923076923077, 'support': 35.0}, 'B-org': {'precision': 0.9428571428571428, 'recall': 0.9203187250996016, 'f1-score': 0.9314516129032259, 'support': 251.0}, 'B-per': {'precision': 0.9769585253456221, 'recall': 0.986046511627907, 'f1-score': 0.9814814814814816, 'support': 215.0}, 'I-loc': {'precision': 0.9259259259259259, 'recall': 0.9090909090909091, 'f1-score': 0.9174311926605504, 'support': 55.0}, 'I-misc': {'precision': 0.9692307692307692, 'recall': 0.8076923076923077, 'f1-score': 0.8811188811188813, 'support': 78.0}, 'I-org': {'precision': 0.8674033149171271, 'recall': 0.8870056497175142, 'f1-score': 0.8770949720670391, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.996031352316698, 'recall': 0.9973177031591496, 'f1-score': 0.9966741126830477, 'support': 10066.0}, 'accuracy': 0.990281061203047, 'macro avg': {'precision': 0.9398296186715841, 'recall': 0.8992680654386934, 'f1-score': 0.9177073649908036, 'support': 11421.0}, 'weighted avg': {'precision': 0.9901821499666091, 'recall': 0.990281061203047, 'f1-score': 0.990152876899466, 'support': 11421.0}}
07/09/2023 12:19:32 xlm-r-base xlm-r-base-2 datasets/set.sr.plus.conllup_extracted.json 0.9894930391384292 0.9148980806793316 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9621212121212122, 'recall': 0.9844961240310077, 'f1-score': 0.9731800766283525, 'support': 387.0}, 'B-misc': {'precision': 0.71875, 'recall': 0.6571428571428571, 'f1-score': 0.6865671641791045, 'support': 35.0}, 'B-org': {'precision': 0.9453781512605042, 'recall': 0.896414342629482, 'f1-score': 0.9202453987730062, 'support': 251.0}, 'B-per': {'precision': 0.963963963963964, 'recall': 0.9953488372093023, 'f1-score': 0.9794050343249429, 'support': 215.0}, 'I-loc': {'precision': 0.96, 'recall': 0.8727272727272727, 'f1-score': 0.9142857142857144, 'support': 55.0}, 'I-misc': {'precision': 0.9545454545454546, 'recall': 0.8076923076923077, 'f1-score': 0.875, 'support': 78.0}, 'I-org': {'precision': 0.8491620111731844, 'recall': 0.8587570621468926, 'f1-score': 0.8539325842696629, 'support': 177.0}, 'I-per': {'precision': 0.9795918367346939, 'recall': 1.0, 'f1-score': 0.9896907216494846, 'support': 144.0}, 'O': {'precision': 0.996031352316698, 'recall': 0.9973177031591496, 'f1-score': 0.9966741126830477, 'support': 10066.0}, 'accuracy': 0.9894930391384292, 'macro avg': {'precision': 0.9329543982115711, 'recall': 0.8992973429815194, 'f1-score': 0.9148980806793314, 'support': 11421.0}, 'weighted avg': {'precision': 0.9893799462088632, 'recall': 0.9894930391384292, 'f1-score': 0.9893532161596932, 'support': 11421.0}}
07/09/2023 12:21:35 csebert csebert-0 datasets/set.sr.plus.conllup_extracted.json 0.9908939672533054 0.9240537646726811 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8461538461538461, 'f1-score': 0.9166666666666666, 'support': 13.0}, 'B-loc': {'precision': 0.9844961240310077, 'recall': 0.9844961240310077, 'f1-score': 0.9844961240310077, 'support': 387.0}, 'B-misc': {'precision': 0.8846153846153846, 'recall': 0.6571428571428571, 'f1-score': 0.7540983606557377, 'support': 35.0}, 'B-org': {'precision': 0.9390243902439024, 'recall': 0.9203187250996016, 'f1-score': 0.9295774647887323, 'support': 251.0}, 'B-per': {'precision': 0.9680365296803652, 'recall': 0.986046511627907, 'f1-score': 0.9769585253456221, 'support': 215.0}, 'I-loc': {'precision': 0.9795918367346939, 'recall': 0.8727272727272727, 'f1-score': 0.923076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.9848484848484849, 'recall': 0.8333333333333334, 'f1-score': 0.9027777777777777, 'support': 78.0}, 'I-org': {'precision': 0.8728323699421965, 'recall': 0.8531073446327684, 'f1-score': 0.8628571428571428, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9953456129926718, 'recall': 0.9985098350884164, 'f1-score': 0.996925213251339, 'support': 10066.0}, 'accuracy': 0.9908939672533054, 'macro avg': {'precision': 0.9595092102951721, 'recall': 0.8951835849837011, 'f1-score': 0.9240537646726811, 'support': 11421.0}, 'weighted avg': {'precision': 0.9907318023165137, 'recall': 0.9908939672533054, 'f1-score': 0.990688016877875, 'support': 11421.0}}
07/09/2023 12:23:38 csebert csebert-1 datasets/set.sr.plus.conllup_extracted.json 0.9904561772174065 0.9198633481777041 {'B-deriv-per': {'precision': 0.9230769230769231, 'recall': 0.9230769230769231, 'f1-score': 0.9230769230769231, 'support': 13.0}, 'B-loc': {'precision': 0.9846153846153847, 'recall': 0.9922480620155039, 'f1-score': 0.9884169884169884, 'support': 387.0}, 'B-misc': {'precision': 0.8, 'recall': 0.6857142857142857, 'f1-score': 0.7384615384615385, 'support': 35.0}, 'B-org': {'precision': 0.924, 'recall': 0.9203187250996016, 'f1-score': 0.9221556886227545, 'support': 251.0}, 'B-per': {'precision': 0.9723502304147466, 'recall': 0.9813953488372092, 'f1-score': 0.9768518518518517, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9090909090909091, 'f1-score': 0.9523809523809523, 'support': 55.0}, 'I-misc': {'precision': 0.9516129032258065, 'recall': 0.7564102564102564, 'f1-score': 0.8428571428571429, 'support': 78.0}, 'I-org': {'precision': 0.8823529411764706, 'recall': 0.847457627118644, 'f1-score': 0.8645533141210375, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9954423858119489, 'recall': 0.9981124577786609, 'f1-score': 0.9967756337119896, 'support': 10066.0}, 'accuracy': 0.9904561772174065, 'macro avg': {'precision': 0.9419752138184293, 'recall': 0.9013824595141994, 'f1-score': 0.9198633481777041, 'support': 11421.0}, 'weighted avg': {'precision': 0.990244127770644, 'recall': 0.9904561772174065, 'f1-score': 0.9902414785023932, 'support': 11421.0}}
07/09/2023 12:25:41 csebert csebert-2 datasets/set.sr.plus.conllup_extracted.json 0.989930829174328 0.9207011283517085 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9745547073791349, 'recall': 0.9896640826873385, 'f1-score': 0.9820512820512821, 'support': 387.0}, 'B-misc': {'precision': 0.75, 'recall': 0.7714285714285715, 'f1-score': 0.7605633802816902, 'support': 35.0}, 'B-org': {'precision': 0.9421487603305785, 'recall': 0.9083665338645418, 'f1-score': 0.9249492900608518, 'support': 251.0}, 'B-per': {'precision': 0.9720930232558139, 'recall': 0.9720930232558139, 'f1-score': 0.9720930232558139, 'support': 215.0}, 'I-loc': {'precision': 0.98, 'recall': 0.8909090909090909, 'f1-score': 0.9333333333333333, 'support': 55.0}, 'I-misc': {'precision': 0.9375, 'recall': 0.7692307692307693, 'f1-score': 0.8450704225352113, 'support': 78.0}, 'I-org': {'precision': 0.8546511627906976, 'recall': 0.8305084745762712, 'f1-score': 0.8424068767908309, 'support': 177.0}, 'I-per': {'precision': 0.9862068965517241, 'recall': 0.9930555555555556, 'f1-score': 0.9896193771626298, 'support': 144.0}, 'O': {'precision': 0.9956401109789933, 'recall': 0.9982118021060997, 'f1-score': 0.9969242980454409, 'support': 10066.0}, 'accuracy': 0.989930829174328, 'macro avg': {'precision': 0.9392794661286942, 'recall': 0.9046544826690976, 'f1-score': 0.9207011283517084, 'support': 11421.0}, 'weighted avg': {'precision': 0.9897826299475222, 'recall': 0.989930829174328, 'f1-score': 0.9897746129225866, 'support': 11421.0}}
07/09/2023 15:35:38 bertic bertic-0 datasets/hr500k.conllup_extracted.json 0.990466888064075 0.921453787283393 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8947368421052632, 'f1-score': 0.9444444444444444, 'support': 38.0}, 'B-loc': {'precision': 0.9616908850726552, 'recall': 0.9516339869281045, 'f1-score': 0.9566360052562416, 'support': 765.0}, 'B-misc': {'precision': 0.8403361344537815, 'recall': 0.8571428571428571, 'f1-score': 0.8486562942008485, 'support': 350.0}, 'B-org': {'precision': 0.9072847682119205, 'recall': 0.9182305630026809, 'f1-score': 0.9127248500999334, 'support': 746.0}, 'B-per': {'precision': 0.9670014347202296, 'recall': 0.9739884393063584, 'f1-score': 0.9704823614110871, 'support': 692.0}, 'I-loc': {'precision': 0.9357142857142857, 'recall': 0.793939393939394, 'f1-score': 0.859016393442623, 'support': 165.0}, 'I-misc': {'precision': 0.8734939759036144, 'recall': 0.8546168958742633, 'f1-score': 0.8639523336643495, 'support': 509.0}, 'I-org': {'precision': 0.8690476190476191, 'recall': 0.9174147217235189, 'f1-score': 0.8925764192139739, 'support': 557.0}, 'I-per': {'precision': 0.9747706422018348, 'recall': 0.963718820861678, 'f1-score': 0.9692132269099202, 'support': 441.0}, 'O': {'precision': 0.9968249232867371, 'recall': 0.9968461653206043, 'f1-score': 0.9968355441905066, 'support': 46927.0}, 'accuracy': 0.990466888064075, 'macro avg': {'precision': 0.9326164668612679, 'recall': 0.9122268686204723, 'f1-score': 0.921453787283393, 'support': 51190.0}, 'weighted avg': {'precision': 0.9905205791566115, 'recall': 0.990466888064075, 'f1-score': 0.9904628011662782, 'support': 51190.0}}
07/09/2023 15:44:32 bertic bertic-1 datasets/hr500k.conllup_extracted.json 0.990466888064075 0.9270774041776273 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9736842105263158, 'f1-score': 0.9866666666666666, 'support': 38.0}, 'B-loc': {'precision': 0.9561290322580646, 'recall': 0.9686274509803922, 'f1-score': 0.9623376623376624, 'support': 765.0}, 'B-misc': {'precision': 0.8351351351351352, 'recall': 0.8828571428571429, 'f1-score': 0.8583333333333334, 'support': 350.0}, 'B-org': {'precision': 0.9154362416107382, 'recall': 0.9142091152815014, 'f1-score': 0.9148222669349431, 'support': 746.0}, 'B-per': {'precision': 0.9639769452449568, 'recall': 0.9667630057803468, 'f1-score': 0.9653679653679654, 'support': 692.0}, 'I-loc': {'precision': 0.9133333333333333, 'recall': 0.8303030303030303, 'f1-score': 0.8698412698412699, 'support': 165.0}, 'I-misc': {'precision': 0.8512720156555773, 'recall': 0.8546168958742633, 'f1-score': 0.8529411764705882, 'support': 509.0}, 'I-org': {'precision': 0.8853615520282186, 'recall': 0.9012567324955116, 'f1-score': 0.8932384341637011, 'support': 557.0}, 'I-per': {'precision': 0.9726651480637813, 'recall': 0.9682539682539683, 'f1-score': 0.9704545454545455, 'support': 441.0}, 'O': {'precision': 0.9970363737154065, 'recall': 0.9965052102201292, 'f1-score': 0.9967707212055974, 'support': 46927.0}, 'accuracy': 0.990466888064075, 'macro avg': {'precision': 0.9290345777045212, 'recall': 0.92570767625726, 'f1-score': 0.9270774041776274, 'support': 51190.0}, 'weighted avg': {'precision': 0.9905399212622241, 'recall': 0.990466888064075, 'f1-score': 0.990490820855508, 'support': 51190.0}}
07/09/2023 15:53:45 bertic bertic-2 datasets/hr500k.conllup_extracted.json 0.9905450283258449 0.9250595562062157 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9210526315789473, 'f1-score': 0.958904109589041, 'support': 38.0}, 'B-loc': {'precision': 0.9557867360208062, 'recall': 0.9607843137254902, 'f1-score': 0.9582790091264668, 'support': 765.0}, 'B-misc': {'precision': 0.8415300546448088, 'recall': 0.88, 'f1-score': 0.8603351955307263, 'support': 350.0}, 'B-org': {'precision': 0.8938401048492791, 'recall': 0.9142091152815014, 'f1-score': 0.9039098740888005, 'support': 746.0}, 'B-per': {'precision': 0.953125, 'recall': 0.9696531791907514, 'f1-score': 0.9613180515759313, 'support': 692.0}, 'I-loc': {'precision': 0.9319727891156463, 'recall': 0.8303030303030303, 'f1-score': 0.8782051282051282, 'support': 165.0}, 'I-misc': {'precision': 0.8767395626242545, 'recall': 0.8664047151277013, 'f1-score': 0.8715415019762847, 'support': 509.0}, 'I-org': {'precision': 0.8726003490401396, 'recall': 0.8976660682226212, 'f1-score': 0.8849557522123894, 'support': 557.0}, 'I-per': {'precision': 0.9772727272727273, 'recall': 0.9750566893424036, 'f1-score': 0.9761634506242906, 'support': 441.0}, 'O': {'precision': 0.9973768394113883, 'recall': 0.996590448995248, 'f1-score': 0.9969834891330995, 'support': 46927.0}, 'accuracy': 0.9905450283258449, 'macro avg': {'precision': 0.9300244162979048, 'recall': 0.9211720191767695, 'f1-score': 0.9250595562062159, 'support': 51190.0}, 'weighted avg': {'precision': 0.9906433707399853, 'recall': 0.9905450283258449, 'f1-score': 0.9905754849630596, 'support': 51190.0}}
07/09/2023 15:57:28 bertic bertic-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9819034852546917 0.7941843956231321 {'B-deriv-per': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'B-loc': {'precision': 0.7966101694915254, 'recall': 1.0, 'f1-score': 0.8867924528301886, 'support': 47.0}, 'B-misc': {'precision': 0.691358024691358, 'recall': 0.6363636363636364, 'f1-score': 0.6627218934911243, 'support': 88.0}, 'B-org': {'precision': 0.7741935483870968, 'recall': 0.8089887640449438, 'f1-score': 0.7912087912087912, 'support': 89.0}, 'B-per': {'precision': 0.9653179190751445, 'recall': 0.9597701149425287, 'f1-score': 0.962536023054755, 'support': 348.0}, 'I-loc': {'precision': 0.5, 'recall': 1.0, 'f1-score': 0.6666666666666666, 'support': 3.0}, 'I-misc': {'precision': 0.6746987951807228, 'recall': 0.6511627906976745, 'f1-score': 0.6627218934911243, 'support': 86.0}, 'I-org': {'precision': 0.7777777777777778, 'recall': 0.5675675675675675, 'f1-score': 0.65625, 'support': 37.0}, 'I-per': {'precision': 0.9375, 'recall': 0.8823529411764706, 'f1-score': 0.9090909090909091, 'support': 34.0}, 'O': {'precision': 0.9936739659367396, 'recall': 0.9940367530728976, 'f1-score': 0.9938553263977611, 'support': 8217.0}, 'accuracy': 0.9819034852546917, 'macro avg': {'precision': 0.7711130200540366, 'recall': 0.8500242567865719, 'f1-score': 0.794184395623132, 'support': 8952.0}, 'weighted avg': {'precision': 0.981915761622995, 'recall': 0.9819034852546917, 'f1-score': 0.9817161004368415, 'support': 8952.0}}
07/09/2023 16:00:59 bertic bertic-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9796693476318141 0.7745471680901019 {'B-deriv-per': {'precision': 0.5, 'recall': 0.6666666666666666, 'f1-score': 0.5714285714285715, 'support': 3.0}, 'B-loc': {'precision': 0.8245614035087719, 'recall': 1.0, 'f1-score': 0.9038461538461539, 'support': 47.0}, 'B-misc': {'precision': 0.6046511627906976, 'recall': 0.5909090909090909, 'f1-score': 0.5977011494252873, 'support': 88.0}, 'B-org': {'precision': 0.8064516129032258, 'recall': 0.8426966292134831, 'f1-score': 0.8241758241758241, 'support': 89.0}, 'B-per': {'precision': 0.9565217391304348, 'recall': 0.9482758620689655, 'f1-score': 0.9523809523809523, 'support': 348.0}, 'I-loc': {'precision': 0.5, 'recall': 1.0, 'f1-score': 0.6666666666666666, 'support': 3.0}, 'I-misc': {'precision': 0.6282051282051282, 'recall': 0.5697674418604651, 'f1-score': 0.5975609756097561, 'support': 86.0}, 'I-org': {'precision': 0.88, 'recall': 0.5945945945945946, 'f1-score': 0.7096774193548386, 'support': 37.0}, 'I-per': {'precision': 0.8918918918918919, 'recall': 0.9705882352941176, 'f1-score': 0.9295774647887325, 'support': 34.0}, 'O': {'precision': 0.9922150589952561, 'recall': 0.9926980649872216, 'f1-score': 0.9924565032242365, 'support': 8217.0}, 'accuracy': 0.9796693476318141, 'macro avg': {'precision': 0.7584497997425407, 'recall': 0.8176196585594605, 'f1-score': 0.7745471680901019, 'support': 8952.0}, 'weighted avg': {'precision': 0.9796189178027542, 'recall': 0.9796693476318141, 'f1-score': 0.9794282847508531, 'support': 8952.0}}
07/09/2023 16:04:36 bertic bertic-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9821268990169795 0.8070421364984174 {'B-deriv-per': {'precision': 0.6, 'recall': 1.0, 'f1-score': 0.7499999999999999, 'support': 3.0}, 'B-loc': {'precision': 0.8363636363636363, 'recall': 0.9787234042553191, 'f1-score': 0.9019607843137255, 'support': 47.0}, 'B-misc': {'precision': 0.6923076923076923, 'recall': 0.6136363636363636, 'f1-score': 0.6506024096385543, 'support': 88.0}, 'B-org': {'precision': 0.7894736842105263, 'recall': 0.8426966292134831, 'f1-score': 0.8152173913043478, 'support': 89.0}, 'B-per': {'precision': 0.9514285714285714, 'recall': 0.9568965517241379, 'f1-score': 0.9541547277936961, 'support': 348.0}, 'I-loc': {'precision': 0.5, 'recall': 1.0, 'f1-score': 0.6666666666666666, 'support': 3.0}, 'I-misc': {'precision': 0.7605633802816901, 'recall': 0.627906976744186, 'f1-score': 0.6878980891719745, 'support': 86.0}, 'I-org': {'precision': 0.8214285714285714, 'recall': 0.6216216216216216, 'f1-score': 0.7076923076923075, 'support': 37.0}, 'I-per': {'precision': 0.9166666666666666, 'recall': 0.9705882352941176, 'f1-score': 0.9428571428571428, 'support': 34.0}, 'O': {'precision': 0.9927078269324259, 'recall': 0.9940367530728976, 'f1-score': 0.9933718455457585, 'support': 8217.0}, 'accuracy': 0.9821268990169795, 'macro avg': {'precision': 0.7860940029619781, 'recall': 0.8606106535562127, 'f1-score': 0.8070421364984174, 'support': 8952.0}, 'weighted avg': {'precision': 0.9817851493522721, 'recall': 0.9821268990169795, 'f1-score': 0.9817284194335655, 'support': 8952.0}}
07/09/2023 16:07:53 bertic bertic-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9868449901337426 0.8117513917834346 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.8541666666666666, 'recall': 0.8723404255319149, 'f1-score': 0.8631578947368421, 'support': 47.0}, 'B-misc': {'precision': 0.5833333333333334, 'recall': 0.6, 'f1-score': 0.591549295774648, 'support': 35.0}, 'B-org': {'precision': 0.9047619047619048, 'recall': 0.7916666666666666, 'f1-score': 0.8444444444444444, 'support': 72.0}, 'B-per': {'precision': 0.9303482587064676, 'recall': 0.9257425742574258, 'f1-score': 0.9280397022332506, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.5555555555555556, 'recall': 0.3125, 'f1-score': 0.39999999999999997, 'support': 32.0}, 'I-org': {'precision': 0.8666666666666667, 'recall': 0.8125, 'f1-score': 0.8387096774193549, 'support': 16.0}, 'I-per': {'precision': 0.9696969696969697, 'recall': 0.6808510638297872, 'f1-score': 0.7999999999999999, 'support': 47.0}, 'O': {'precision': 0.9922979652833659, 'recall': 0.9966516568525574, 'f1-score': 0.9944700460829493, 'support': 8661.0}, 'accuracy': 0.9868449901337426, 'macro avg': {'precision': 0.865682732067093, 'recall': 0.7742252387138352, 'f1-score': 0.8117513917834346, 'support': 9122.0}, 'weighted avg': {'precision': 0.9860939031726593, 'recall': 0.9868449901337426, 'f1-score': 0.9861751437894721, 'support': 9122.0}}
07/09/2023 16:11:02 bertic bertic-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9872834904626179 0.8211887177826979 {'B-deriv-per': {'precision': 0.8571428571428571, 'recall': 1.0, 'f1-score': 0.923076923076923, 'support': 6.0}, 'B-loc': {'precision': 0.8695652173913043, 'recall': 0.851063829787234, 'f1-score': 0.8602150537634409, 'support': 47.0}, 'B-misc': {'precision': 0.5, 'recall': 0.6, 'f1-score': 0.5454545454545454, 'support': 35.0}, 'B-org': {'precision': 0.8870967741935484, 'recall': 0.7638888888888888, 'f1-score': 0.8208955223880596, 'support': 72.0}, 'B-per': {'precision': 0.9444444444444444, 'recall': 0.9257425742574258, 'f1-score': 0.9349999999999999, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 4.0}, 'I-misc': {'precision': 0.6666666666666666, 'recall': 0.5, 'f1-score': 0.5714285714285715, 'support': 32.0}, 'I-org': {'precision': 0.9166666666666666, 'recall': 0.6875, 'f1-score': 0.7857142857142857, 'support': 16.0}, 'I-per': {'precision': 0.9393939393939394, 'recall': 0.6595744680851063, 'f1-score': 0.775, 'support': 47.0}, 'O': {'precision': 0.993213710605015, 'recall': 0.9969980371781549, 'f1-score': 0.9951022760011524, 'support': 8661.0}, 'accuracy': 0.9872834904626179, 'macro avg': {'precision': 0.8574190276504442, 'recall': 0.798476779819681, 'f1-score': 0.8211887177826979, 'support': 9122.0}, 'weighted avg': {'precision': 0.9871230684697996, 'recall': 0.9872834904626179, 'f1-score': 0.9869433140836786, 'support': 9122.0}}
07/09/2023 16:14:12 bertic bertic-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9861872396404298 0.760493162630237 {'B-deriv-per': {'precision': 0.8333333333333334, 'recall': 0.8333333333333334, 'f1-score': 0.8333333333333334, 'support': 6.0}, 'B-loc': {'precision': 0.9069767441860465, 'recall': 0.8297872340425532, 'f1-score': 0.8666666666666666, 'support': 47.0}, 'B-misc': {'precision': 0.47368421052631576, 'recall': 0.5142857142857142, 'f1-score': 0.4931506849315068, 'support': 35.0}, 'B-org': {'precision': 0.859375, 'recall': 0.7638888888888888, 'f1-score': 0.8088235294117647, 'support': 72.0}, 'B-per': {'precision': 0.9356435643564357, 'recall': 0.9356435643564357, 'f1-score': 0.9356435643564357, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.46153846153846156, 'recall': 0.1875, 'f1-score': 0.26666666666666666, 'support': 32.0}, 'I-org': {'precision': 0.8461538461538461, 'recall': 0.6875, 'f1-score': 0.7586206896551724, 'support': 16.0}, 'I-per': {'precision': 0.9411764705882353, 'recall': 0.6808510638297872, 'f1-score': 0.7901234567901235, 'support': 47.0}, 'O': {'precision': 0.9921892947392603, 'recall': 0.9973444175037525, 'f1-score': 0.9947601773478436, 'support': 8661.0}, 'accuracy': 0.9861872396404298, 'macro avg': {'precision': 0.8250070925421934, 'recall': 0.7180134216240466, 'f1-score': 0.760493162630237, 'support': 9122.0}, 'weighted avg': {'precision': 0.984978768088932, 'recall': 0.9861872396404298, 'f1-score': 0.9852096509207169, 'support': 9122.0}}
07/09/2023 16:16:20 bertic bertic-0 datasets/set.sr.plus.conllup_extracted.json 0.9915068733035636 0.9342685914138216 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9870801033591732, 'recall': 0.9870801033591732, 'f1-score': 0.9870801033591732, 'support': 387.0}, 'B-misc': {'precision': 0.7222222222222222, 'recall': 0.7428571428571429, 'f1-score': 0.732394366197183, 'support': 35.0}, 'B-org': {'precision': 0.9395161290322581, 'recall': 0.9282868525896414, 'f1-score': 0.9338677354709419, 'support': 251.0}, 'B-per': {'precision': 0.9814814814814815, 'recall': 0.986046511627907, 'f1-score': 0.9837587006960558, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8909090909090909, 'f1-score': 0.9423076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.9436619718309859, 'recall': 0.8589743589743589, 'f1-score': 0.8993288590604026, 'support': 78.0}, 'I-org': {'precision': 0.8502673796791443, 'recall': 0.8983050847457628, 'f1-score': 0.8736263736263736, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.997119586809694, 'recall': 0.9973177031591496, 'f1-score': 0.9972186351445316, 'support': 10066.0}, 'accuracy': 0.9915068733035636, 'macro avg': {'precision': 0.9407650244277972, 'recall': 0.9289776848222226, 'f1-score': 0.9342685914138216, 'support': 11421.0}, 'weighted avg': {'precision': 0.9916164051112926, 'recall': 0.9915068733035636, 'f1-score': 0.9915207814728868, 'support': 11421.0}}
07/09/2023 16:18:28 bertic bertic-1 datasets/set.sr.plus.conllup_extracted.json 0.9920322213466422 0.9405604298148506 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9921465968586387, 'recall': 0.979328165374677, 'f1-score': 0.9856957087126137, 'support': 387.0}, 'B-misc': {'precision': 0.7714285714285715, 'recall': 0.7714285714285715, 'f1-score': 0.7714285714285715, 'support': 35.0}, 'B-org': {'precision': 0.9547325102880658, 'recall': 0.9243027888446215, 'f1-score': 0.9392712550607287, 'support': 251.0}, 'B-per': {'precision': 0.9813953488372092, 'recall': 0.9813953488372092, 'f1-score': 0.9813953488372092, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8909090909090909, 'f1-score': 0.9423076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.9710144927536232, 'recall': 0.8589743589743589, 'f1-score': 0.9115646258503401, 'support': 78.0}, 'I-org': {'precision': 0.8489583333333334, 'recall': 0.9209039548022598, 'f1-score': 0.8834688346883468, 'support': 177.0}, 'I-per': {'precision': 0.9863013698630136, 'recall': 1.0, 'f1-score': 0.993103448275862, 'support': 144.0}, 'O': {'precision': 0.9968244517217426, 'recall': 0.997913769123783, 'f1-score': 0.9973688129871419, 'support': 10066.0}, 'accuracy': 0.9920322213466422, 'macro avg': {'precision': 0.9502801675084198, 'recall': 0.9325156048294574, 'f1-score': 0.9405604298148507, 'support': 11421.0}, 'weighted avg': {'precision': 0.9921780646872179, 'recall': 0.9920322213466422, 'f1-score': 0.992036217494563, 'support': 11421.0}}
07/09/2023 16:20:36 bertic bertic-2 datasets/set.sr.plus.conllup_extracted.json 0.9913317572892041 0.9318824461819311 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9869791666666666, 'recall': 0.979328165374677, 'f1-score': 0.9831387808041504, 'support': 387.0}, 'B-misc': {'precision': 0.7297297297297297, 'recall': 0.7714285714285715, 'f1-score': 0.75, 'support': 35.0}, 'B-org': {'precision': 0.9322709163346613, 'recall': 0.9322709163346613, 'f1-score': 0.9322709163346613, 'support': 251.0}, 'B-per': {'precision': 0.9861111111111112, 'recall': 0.9906976744186047, 'f1-score': 0.9883990719257542, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8727272727272727, 'f1-score': 0.9320388349514563, 'support': 55.0}, 'I-misc': {'precision': 0.9315068493150684, 'recall': 0.8717948717948718, 'f1-score': 0.9006622516556291, 'support': 78.0}, 'I-org': {'precision': 0.8402061855670103, 'recall': 0.9209039548022598, 'f1-score': 0.8787061994609164, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.997316370142133, 'recall': 0.9968209815219551, 'f1-score': 0.9970686142992001, 'support': 10066.0}, 'accuracy': 0.9913317572892041, 'macro avg': {'precision': 0.9397223777142243, 'recall': 0.9259049331479797, 'f1-score': 0.9318824461819311, 'support': 11421.0}, 'weighted avg': {'precision': 0.9915841760287016, 'recall': 0.9913317572892041, 'f1-score': 0.9913973994510856, 'support': 11421.0}}
08/09/2023 10:58:26 xlm-r-large xlm-r-large-0 datasets/hr500k.conllup_extracted.json 0.9899589763625708 0.9181493463402914 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8947368421052632, 'f1-score': 0.9444444444444444, 'support': 38.0}, 'B-loc': {'precision': 0.9620418848167539, 'recall': 0.9607843137254902, 'f1-score': 0.9614126880313931, 'support': 765.0}, 'B-misc': {'precision': 0.8426966292134831, 'recall': 0.8571428571428571, 'f1-score': 0.8498583569405099, 'support': 350.0}, 'B-org': {'precision': 0.9094540612516645, 'recall': 0.9155495978552279, 'f1-score': 0.9124916499666, 'support': 746.0}, 'B-per': {'precision': 0.9487179487179487, 'recall': 0.9624277456647399, 'f1-score': 0.9555236728837877, 'support': 692.0}, 'I-loc': {'precision': 0.9555555555555556, 'recall': 0.7818181818181819, 'f1-score': 0.86, 'support': 165.0}, 'I-misc': {'precision': 0.8490196078431372, 'recall': 0.8506876227897839, 'f1-score': 0.8498527968596662, 'support': 509.0}, 'I-org': {'precision': 0.8792184724689165, 'recall': 0.8886894075403949, 'f1-score': 0.8839285714285715, 'support': 557.0}, 'I-per': {'precision': 0.9618834080717489, 'recall': 0.9727891156462585, 'f1-score': 0.967305524239008, 'support': 441.0}, 'O': {'precision': 0.9966545206588676, 'recall': 0.9966969974641464, 'f1-score': 0.9966757586089329, 'support': 46927.0}, 'accuracy': 0.9899589763625708, 'macro avg': {'precision': 0.9305242088598076, 'recall': 0.9081322681752345, 'f1-score': 0.9181493463402914, 'support': 51190.0}, 'weighted avg': {'precision': 0.9899904477917256, 'recall': 0.9899589763625708, 'f1-score': 0.989942752900778, 'support': 51190.0}}
08/09/2023 11:18:34 xlm-r-large xlm-r-large-1 datasets/hr500k.conllup_extracted.json 0.9909552647001367 0.9251926333702547 {'B-deriv-per': {'precision': 0.9487179487179487, 'recall': 0.9736842105263158, 'f1-score': 0.9610389610389611, 'support': 38.0}, 'B-loc': {'precision': 0.961038961038961, 'recall': 0.9673202614379085, 'f1-score': 0.9641693811074918, 'support': 765.0}, 'B-misc': {'precision': 0.8786127167630058, 'recall': 0.8685714285714285, 'f1-score': 0.8735632183908046, 'support': 350.0}, 'B-org': {'precision': 0.9059602649006623, 'recall': 0.9168900804289544, 'f1-score': 0.9113924050632911, 'support': 746.0}, 'B-per': {'precision': 0.9570815450643777, 'recall': 0.9667630057803468, 'f1-score': 0.9618979151689433, 'support': 692.0}, 'I-loc': {'precision': 0.9312977099236641, 'recall': 0.7393939393939394, 'f1-score': 0.8243243243243243, 'support': 165.0}, 'I-misc': {'precision': 0.9147121535181236, 'recall': 0.8428290766208252, 'f1-score': 0.8773006134969326, 'support': 509.0}, 'I-org': {'precision': 0.8877374784110535, 'recall': 0.9228007181328546, 'f1-score': 0.9049295774647887, 'support': 557.0}, 'I-per': {'precision': 0.9666666666666667, 'recall': 0.9863945578231292, 'f1-score': 0.9764309764309764, 'support': 441.0}, 'O': {'precision': 0.9966135627875277, 'recall': 0.9971445010335201, 'f1-score': 0.9968789612160335, 'support': 46927.0}, 'accuracy': 0.9909552647001367, 'macro avg': {'precision': 0.9348439007791992, 'recall': 0.9181791779749224, 'f1-score': 0.9251926333702547, 'support': 51190.0}, 'weighted avg': {'precision': 0.9909164752802693, 'recall': 0.9909552647001367, 'f1-score': 0.9908798329556519, 'support': 51190.0}}
08/09/2023 11:38:47 xlm-r-large xlm-r-large-2 datasets/hr500k.conllup_extracted.json 0.9895878101191639 0.9146572761595715 {'B-deriv-per': {'precision': 0.9714285714285714, 'recall': 0.8947368421052632, 'f1-score': 0.9315068493150684, 'support': 38.0}, 'B-loc': {'precision': 0.954248366013072, 'recall': 0.954248366013072, 'f1-score': 0.954248366013072, 'support': 765.0}, 'B-misc': {'precision': 0.8310626702997275, 'recall': 0.8714285714285714, 'f1-score': 0.8507670850767085, 'support': 350.0}, 'B-org': {'precision': 0.9037433155080213, 'recall': 0.9061662198391421, 'f1-score': 0.9049531459170014, 'support': 746.0}, 'B-per': {'precision': 0.9460992907801419, 'recall': 0.9638728323699421, 'f1-score': 0.9549033643521831, 'support': 692.0}, 'I-loc': {'precision': 0.927007299270073, 'recall': 0.7696969696969697, 'f1-score': 0.8410596026490066, 'support': 165.0}, 'I-misc': {'precision': 0.8775933609958506, 'recall': 0.831041257367387, 'f1-score': 0.8536831483350151, 'support': 509.0}, 'I-org': {'precision': 0.8824593128390597, 'recall': 0.8761220825852782, 'f1-score': 0.8792792792792792, 'support': 557.0}, 'I-per': {'precision': 0.9731543624161074, 'recall': 0.9863945578231292, 'f1-score': 0.9797297297297297, 'support': 441.0}, 'O': {'precision': 0.9961875146429257, 'recall': 0.9966969974641464, 'f1-score': 0.996442190928652, 'support': 46927.0}, 'accuracy': 0.9895878101191639, 'macro avg': {'precision': 0.9262984064193551, 'recall': 0.9050404696692901, 'f1-score': 0.9146572761595717, 'support': 51190.0}, 'weighted avg': {'precision': 0.9895509489892541, 'recall': 0.9895878101191639, 'f1-score': 0.9895334154142303, 'support': 51190.0}}
08/09/2023 11:49:25 xlm-r-large xlm-r-large-0 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9816800714924039 0.7748988463163899 {'B-deriv-per': {'precision': 0.3333333333333333, 'recall': 0.3333333333333333, 'f1-score': 0.3333333333333333, 'support': 3.0}, 'B-loc': {'precision': 0.86, 'recall': 0.9148936170212766, 'f1-score': 0.8865979381443299, 'support': 47.0}, 'B-misc': {'precision': 0.7530864197530864, 'recall': 0.6931818181818182, 'f1-score': 0.7218934911242604, 'support': 88.0}, 'B-org': {'precision': 0.7244897959183674, 'recall': 0.797752808988764, 'f1-score': 0.7593582887700534, 'support': 89.0}, 'B-per': {'precision': 0.943502824858757, 'recall': 0.9597701149425287, 'f1-score': 0.9515669515669515, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7567567567567568, 'recall': 0.6511627906976745, 'f1-score': 0.7000000000000001, 'support': 86.0}, 'I-org': {'precision': 0.7333333333333333, 'recall': 0.5945945945945946, 'f1-score': 0.6567164179104478, 'support': 37.0}, 'I-per': {'precision': 0.8421052631578947, 'recall': 0.9411764705882353, 'f1-score': 0.8888888888888888, 'support': 34.0}, 'O': {'precision': 0.9933090024330901, 'recall': 0.9936716563222587, 'f1-score': 0.9934902962827766, 'support': 8217.0}, 'accuracy': 0.9816800714924039, 'macro avg': {'precision': 0.7689916729544619, 'recall': 0.7879537204670484, 'f1-score': 0.7748988463163899, 'support': 8952.0}, 'weighted avg': {'precision': 0.9814149068566062, 'recall': 0.9816800714924039, 'f1-score': 0.9814261438750518, 'support': 8952.0}}
08/09/2023 12:00:06 xlm-r-large xlm-r-large-1 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9810098302055407 0.7967212070549599 {'B-deriv-per': {'precision': 0.4, 'recall': 0.6666666666666666, 'f1-score': 0.5, 'support': 3.0}, 'B-loc': {'precision': 0.8490566037735849, 'recall': 0.9574468085106383, 'f1-score': 0.9, 'support': 47.0}, 'B-misc': {'precision': 0.6904761904761905, 'recall': 0.6590909090909091, 'f1-score': 0.6744186046511628, 'support': 88.0}, 'B-org': {'precision': 0.7555555555555555, 'recall': 0.7640449438202247, 'f1-score': 0.7597765363128491, 'support': 89.0}, 'B-per': {'precision': 0.9540229885057471, 'recall': 0.9540229885057471, 'f1-score': 0.9540229885057472, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7294117647058823, 'recall': 0.7209302325581395, 'f1-score': 0.7251461988304093, 'support': 86.0}, 'I-org': {'precision': 0.7419354838709677, 'recall': 0.6216216216216216, 'f1-score': 0.676470588235294, 'support': 37.0}, 'I-per': {'precision': 0.9142857142857143, 'recall': 0.9411764705882353, 'f1-score': 0.9275362318840579, 'support': 34.0}, 'O': {'precision': 0.9926980649872216, 'recall': 0.9926980649872216, 'f1-score': 0.9926980649872216, 'support': 8217.0}, 'accuracy': 0.9810098302055407, 'macro avg': {'precision': 0.7777442366160864, 'recall': 0.8277698706349405, 'f1-score': 0.7967212070549599, 'support': 8952.0}, 'weighted avg': {'precision': 0.9809683588625284, 'recall': 0.9810098302055407, 'f1-score': 0.9809281271515586, 'support': 8952.0}}
08/09/2023 12:10:49 xlm-r-large xlm-r-large-2 datasets/reldi-normtagner-hr.conllup_extracted.json 0.9813449508489723 0.8000347226611529 {'B-deriv-per': {'precision': 0.4, 'recall': 0.6666666666666666, 'f1-score': 0.5, 'support': 3.0}, 'B-loc': {'precision': 0.8363636363636363, 'recall': 0.9787234042553191, 'f1-score': 0.9019607843137255, 'support': 47.0}, 'B-misc': {'precision': 0.7317073170731707, 'recall': 0.6818181818181818, 'f1-score': 0.7058823529411764, 'support': 88.0}, 'B-org': {'precision': 0.7415730337078652, 'recall': 0.7415730337078652, 'f1-score': 0.7415730337078652, 'support': 89.0}, 'B-per': {'precision': 0.9403409090909091, 'recall': 0.9511494252873564, 'f1-score': 0.9457142857142857, 'support': 348.0}, 'I-loc': {'precision': 0.75, 'recall': 1.0, 'f1-score': 0.8571428571428571, 'support': 3.0}, 'I-misc': {'precision': 0.7808219178082192, 'recall': 0.6627906976744186, 'f1-score': 0.7169811320754716, 'support': 86.0}, 'I-org': {'precision': 0.7931034482758621, 'recall': 0.6216216216216216, 'f1-score': 0.696969696969697, 'support': 37.0}, 'I-per': {'precision': 0.9411764705882353, 'recall': 0.9411764705882353, 'f1-score': 0.9411764705882353, 'support': 34.0}, 'O': {'precision': 0.9922226272937174, 'recall': 0.9936716563222587, 'f1-score': 0.9929466131582148, 'support': 8217.0}, 'accuracy': 0.9813449508489723, 'macro avg': {'precision': 0.7907309360201615, 'recall': 0.8239191157941924, 'f1-score': 0.8000347226611529, 'support': 8952.0}, 'weighted avg': {'precision': 0.981007239964852, 'recall': 0.9813449508489723, 'f1-score': 0.9810299799362141, 'support': 8952.0}}
08/09/2023 12:29:36 xlm-r-large xlm-r-large-1 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9859679894759921 0.7875539722646774 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.8695652173913043, 'recall': 0.851063829787234, 'f1-score': 0.8602150537634409, 'support': 47.0}, 'B-misc': {'precision': 0.5806451612903226, 'recall': 0.5142857142857142, 'f1-score': 0.5454545454545455, 'support': 35.0}, 'B-org': {'precision': 0.9215686274509803, 'recall': 0.6527777777777778, 'f1-score': 0.7642276422764227, 'support': 72.0}, 'B-per': {'precision': 0.916256157635468, 'recall': 0.9207920792079208, 'f1-score': 0.9185185185185185, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.75, 'f1-score': 0.8571428571428571, 'support': 4.0}, 'I-misc': {'precision': 0.6666666666666666, 'recall': 0.3125, 'f1-score': 0.425531914893617, 'support': 32.0}, 'I-org': {'precision': 1.0, 'recall': 0.625, 'f1-score': 0.7692307692307693, 'support': 16.0}, 'I-per': {'precision': 0.8823529411764706, 'recall': 0.6382978723404256, 'f1-score': 0.7407407407407407, 'support': 47.0}, 'O': {'precision': 0.9909434827467615, 'recall': 0.9980371781549474, 'f1-score': 0.9944776806258628, 'support': 8661.0}, 'accuracy': 0.9859679894759921, 'macro avg': {'precision': 0.8827998254357974, 'recall': 0.7262754451554019, 'f1-score': 0.7875539722646774, 'support': 9122.0}, 'weighted avg': {'precision': 0.9848711090243056, 'recall': 0.9859679894759921, 'f1-score': 0.9848087523931929, 'support': 9122.0}}
08/09/2023 12:38:57 xlm-r-large xlm-r-large-2 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9861872396404298 0.7732302215401484 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 6.0}, 'B-loc': {'precision': 0.8372093023255814, 'recall': 0.7659574468085106, 'f1-score': 0.8, 'support': 47.0}, 'B-misc': {'precision': 0.68, 'recall': 0.4857142857142857, 'f1-score': 0.5666666666666667, 'support': 35.0}, 'B-org': {'precision': 0.8813559322033898, 'recall': 0.7222222222222222, 'f1-score': 0.7938931297709924, 'support': 72.0}, 'B-per': {'precision': 0.893719806763285, 'recall': 0.9158415841584159, 'f1-score': 0.9046454767726162, 'support': 202.0}, 'I-loc': {'precision': 1.0, 'recall': 0.5, 'f1-score': 0.6666666666666666, 'support': 4.0}, 'I-misc': {'precision': 0.9166666666666666, 'recall': 0.34375, 'f1-score': 0.5, 'support': 32.0}, 'I-org': {'precision': 0.8461538461538461, 'recall': 0.6875, 'f1-score': 0.7586206896551724, 'support': 16.0}, 'I-per': {'precision': 0.8611111111111112, 'recall': 0.6595744680851063, 'f1-score': 0.7469879518072289, 'support': 47.0}, 'O': {'precision': 0.9915127881637803, 'recall': 0.99815263826348, 'f1-score': 0.9948216340621405, 'support': 8661.0}, 'accuracy': 0.9861872396404298, 'macro avg': {'precision': 0.8907729453387659, 'recall': 0.707871264525202, 'f1-score': 0.7732302215401483, 'support': 9122.0}, 'weighted avg': {'precision': 0.9853074041520115, 'recall': 0.9861872396404298, 'f1-score': 0.9850246907512828, 'support': 9122.0}}
08/09/2023 12:45:53 xlm-r-large xlm-r-large-0 datasets/set.sr.plus.conllup_extracted.json 0.9915944313107433 0.9338888822287327 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9818652849740933, 'recall': 0.979328165374677, 'f1-score': 0.9805950840879689, 'support': 387.0}, 'B-misc': {'precision': 0.7575757575757576, 'recall': 0.7142857142857143, 'f1-score': 0.7352941176470589, 'support': 35.0}, 'B-org': {'precision': 0.9471544715447154, 'recall': 0.9282868525896414, 'f1-score': 0.937625754527163, 'support': 251.0}, 'B-per': {'precision': 0.9683257918552036, 'recall': 0.9953488372093023, 'f1-score': 0.981651376146789, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.8909090909090909, 'f1-score': 0.9423076923076923, 'support': 55.0}, 'I-misc': {'precision': 0.9558823529411765, 'recall': 0.8333333333333334, 'f1-score': 0.8904109589041096, 'support': 78.0}, 'I-org': {'precision': 0.8674033149171271, 'recall': 0.8870056497175142, 'f1-score': 0.8770949720670391, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.996725865661276, 'recall': 0.9980131134512219, 'f1-score': 0.9973690742119632, 'support': 10066.0}, 'accuracy': 0.9915944313107433, 'macro avg': {'precision': 0.9468036287745211, 'recall': 0.9226510756870496, 'f1-score': 0.9338888822287327, 'support': 11421.0}, 'weighted avg': {'precision': 0.9915560375601601, 'recall': 0.9915944313107433, 'f1-score': 0.9915216111519399, 'support': 11421.0}}
08/09/2023 12:52:48 xlm-r-large xlm-r-large-1 datasets/set.sr.plus.conllup_extracted.json 0.9917695473251029 0.9382289385475853 {'B-deriv-per': {'precision': 1.0, 'recall': 1.0, 'f1-score': 1.0, 'support': 13.0}, 'B-loc': {'precision': 0.9819587628865979, 'recall': 0.9844961240310077, 'f1-score': 0.9832258064516128, 'support': 387.0}, 'B-misc': {'precision': 0.78125, 'recall': 0.7142857142857143, 'f1-score': 0.7462686567164178, 'support': 35.0}, 'B-org': {'precision': 0.9625, 'recall': 0.9203187250996016, 'f1-score': 0.9409368635437881, 'support': 251.0}, 'B-per': {'precision': 0.9680365296803652, 'recall': 0.986046511627907, 'f1-score': 0.9769585253456221, 'support': 215.0}, 'I-loc': {'precision': 0.9803921568627451, 'recall': 0.9090909090909091, 'f1-score': 0.9433962264150944, 'support': 55.0}, 'I-misc': {'precision': 0.9714285714285714, 'recall': 0.8717948717948718, 'f1-score': 0.9189189189189189, 'support': 78.0}, 'I-org': {'precision': 0.8764044943820225, 'recall': 0.8813559322033898, 'f1-score': 0.8788732394366198, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.996232027764006, 'recall': 0.9981124577786609, 'f1-score': 0.9971713562602352, 'support': 10066.0}, 'accuracy': 0.9917695473251029, 'macro avg': {'precision': 0.9511305991280169, 'recall': 0.9265501245912062, 'f1-score': 0.9382289385475853, 'support': 11421.0}, 'weighted avg': {'precision': 0.9916795574684438, 'recall': 0.9917695473251029, 'f1-score': 0.9916820470631968, 'support': 11421.0}}
08/09/2023 12:59:37 xlm-r-large xlm-r-large-2 datasets/set.sr.plus.conllup_extracted.json 0.9912441992820243 0.9280131235414727 {'B-deriv-per': {'precision': 1.0, 'recall': 0.9230769230769231, 'f1-score': 0.9600000000000001, 'support': 13.0}, 'B-loc': {'precision': 0.9744897959183674, 'recall': 0.9870801033591732, 'f1-score': 0.9807445442875482, 'support': 387.0}, 'B-misc': {'precision': 0.7857142857142857, 'recall': 0.6285714285714286, 'f1-score': 0.6984126984126985, 'support': 35.0}, 'B-org': {'precision': 0.950207468879668, 'recall': 0.9123505976095617, 'f1-score': 0.9308943089430894, 'support': 251.0}, 'B-per': {'precision': 0.9596412556053812, 'recall': 0.9953488372093023, 'f1-score': 0.9771689497716896, 'support': 215.0}, 'I-loc': {'precision': 1.0, 'recall': 0.9090909090909091, 'f1-score': 0.9523809523809523, 'support': 55.0}, 'I-misc': {'precision': 1.0, 'recall': 0.8333333333333334, 'f1-score': 0.9090909090909091, 'support': 78.0}, 'I-org': {'precision': 0.8633879781420765, 'recall': 0.8926553672316384, 'f1-score': 0.8777777777777777, 'support': 177.0}, 'I-per': {'precision': 0.993103448275862, 'recall': 1.0, 'f1-score': 0.9965397923875432, 'support': 144.0}, 'O': {'precision': 0.9963300932354692, 'recall': 0.997913769123783, 'f1-score': 0.9971213023625174, 'support': 10066.0}, 'accuracy': 0.9912441992820243, 'macro avg': {'precision': 0.9522874325771111, 'recall': 0.9079421268606055, 'f1-score': 0.9280131235414725, 'support': 11421.0}, 'weighted avg': {'precision': 0.9911862168685287, 'recall': 0.9912441992820243, 'f1-score': 0.9911040932029568, 'support': 11421.0}}
11/09/2023 09:09:09 xlm-r-large xlm-r-large-0 datasets/reldi-normtagner-sr.conllup_extracted.json 0.9855294891471169 0.7620036802283677 {'B-deriv-per': {'precision': 1.0, 'recall': 0.8333333333333334, 'f1-score': 0.9090909090909091, 'support': 6.0}, 'B-loc': {'precision': 0.8723404255319149, 'recall': 0.8723404255319149, 'f1-score': 0.8723404255319149, 'support': 47.0}, 'B-misc': {'precision': 0.6206896551724138, 'recall': 0.5142857142857142, 'f1-score': 0.5625, 'support': 35.0}, 'B-org': {'precision': 0.8909090909090909, 'recall': 0.6805555555555556, 'f1-score': 0.7716535433070867, 'support': 72.0}, 'B-per': {'precision': 0.9077669902912622, 'recall': 0.9257425742574258, 'f1-score': 0.9166666666666666, 'support': 202.0}, 'I-loc': {'precision': 0.8, 'recall': 1.0, 'f1-score': 0.888888888888889, 'support': 4.0}, 'I-misc': {'precision': 0.5833333333333334, 'recall': 0.21875, 'f1-score': 0.31818181818181823, 'support': 32.0}, 'I-org': {'precision': 0.8, 'recall': 0.5, 'f1-score': 0.6153846153846154, 'support': 16.0}, 'I-per': {'precision': 0.8888888888888888, 'recall': 0.6808510638297872, 'f1-score': 0.7710843373493975, 'support': 47.0}, 'O': {'precision': 0.9910519674199839, 'recall': 0.9974598776122849, 'f1-score': 0.9942455978823799, 'support': 8661.0}, 'accuracy': 0.9855294891471169, 'macro avg': {'precision': 0.8354980351546889, 'recall': 0.7223318544406017, 'f1-score': 0.7620036802283676, 'support': 9122.0}, 'weighted avg': {'precision': 0.9840149154554099, 'recall': 0.9855294891471169, 'f1-score': 0.9841979151433417, 'support': 9122.0}}