File size: 4,211 Bytes
779e9d2 |
1 |
{"micro/f1": 0.908632361399938, "micro/f1_ci": {"90": [0.9039454247544766, 0.9128956119702822], "95": [0.9030263216115454, 0.9138350859566045]}, "micro/recall": 0.9121435551212579, "micro/precision": 0.905148095909732, "macro/f1": 0.8265477704565624, "macro/f1_ci": {"90": [0.8121417948576588, 0.8385364082840391], "95": [0.8096775897485154, 0.8411472970680649]}, "macro/recall": 0.8387672780349001, "macro/precision": 0.8170668848546687, "per_entity_metric": {"cardinal_number": {"f1": 0.8605277329025309, "f1_ci": {"90": [0.843480407184333, 0.8774608056933718], "95": [0.8404683840749414, 0.8804760960168132]}, "precision": 0.8665943600867679, "recall": 0.8545454545454545}, "date": {"f1": 0.872996300863132, "f1_ci": {"90": [0.8597628567219345, 0.8854157808847528], "95": [0.8568743233248947, 0.887132819190551]}, "precision": 0.8623629719853837, "recall": 0.8838951310861424}, "event": {"f1": 0.7424242424242424, "f1_ci": {"90": [0.6564641221374047, 0.8194444444444444], "95": [0.6382887013939839, 0.8345352064804848]}, "precision": 0.7101449275362319, "recall": 0.7777777777777778}, "facility": {"f1": 0.7732342007434945, "f1_ci": {"90": [0.7127132266874755, 0.8299636133523177], "95": [0.6999887892376682, 0.8435233798195244]}, "precision": 0.7761194029850746, "recall": 0.7703703703703704}, "geopolitical_area": {"f1": 0.9687148323205043, "f1_ci": {"90": [0.963340376224374, 0.973711244759882], "95": [0.9626303980811273, 0.9744505463479681]}, "precision": 0.9768497503404449, "recall": 0.9607142857142857}, "group": {"f1": 0.9470588235294117, "f1_ci": {"90": [0.9351070280371709, 0.9580140382076361], "95": [0.932251234137772, 0.9600983382751339]}, "precision": 0.9371362048894063, "recall": 0.9571938168846611}, "language": {"f1": 0.7499999999999999, "f1_ci": {"90": [0.608695652173913, 0.851103230890465], "95": [0.5853150406504064, 0.8666981132075472]}, "precision": 0.8333333333333334, "recall": 0.6818181818181818}, "law": {"f1": 0.6666666666666666, "f1_ci": {"90": [0.5510204081632654, 0.7715238095238094], "95": [0.5318354120811933, 0.7912915851272019]}, "precision": 0.6170212765957447, "recall": 0.725}, "location": {"f1": 0.7593582887700535, "f1_ci": {"90": [0.7075784227499267, 0.8066365067926441], "95": [0.6966818766818768, 0.8132445889832065]}, "precision": 0.7282051282051282, "recall": 0.7932960893854749}, "money": {"f1": 0.901098901098901, "f1_ci": {"90": [0.8723662818004926, 0.9285766271574131], "95": [0.8651037567084079, 0.9333382570162481]}, "precision": 0.8885448916408669, "recall": 0.9140127388535032}, "ordinal_number": {"f1": 0.85785536159601, "f1_ci": {"90": [0.8256974045428536, 0.8873578751164959], "95": [0.8192771084337349, 0.8941270912034538]}, "precision": 0.8349514563106796, "recall": 0.882051282051282}, "organization": {"f1": 0.9227360841872057, "f1_ci": {"90": [0.9125116290604286, 0.9314409091710344], "95": [0.9105165804108345, 0.9326758594060797]}, "precision": 0.9174008810572687, "recall": 0.928133704735376}, "percent": {"f1": 0.9171428571428571, "f1_ci": {"90": [0.888888888888889, 0.9445316700250458], "95": [0.8843537414965987, 0.9478885648316929]}, "precision": 0.9145299145299145, "recall": 0.9197707736389685}, "person": {"f1": 0.9556004036326943, "f1_ci": {"90": [0.949191731901367, 0.9624522822302698], "95": [0.947759511512266, 0.9635008157600174]}, "precision": 0.958502024291498, "recall": 0.9527162977867203}, "product": {"f1": 0.7857142857142858, "f1_ci": {"90": [0.7074746971959516, 0.8571428571428572], "95": [0.6928086318326213, 0.8679526055705302]}, "precision": 0.717391304347826, "recall": 0.868421052631579}, "quantity": {"f1": 0.7945205479452055, "f1_ci": {"90": [0.7301507936507936, 0.8559019931014562], "95": [0.7156685137823244, 0.8688611053468909]}, "precision": 0.7631578947368421, "recall": 0.8285714285714286}, "time": {"f1": 0.6870588235294116, "f1_ci": {"90": [0.6359639016897082, 0.732240357927006], "95": [0.6260340701377503, 0.7433238443393313]}, "precision": 0.6854460093896714, "recall": 0.6886792452830188}, "work_of_art": {"f1": 0.7151515151515151, "f1_ci": {"90": [0.6579761700668609, 0.7656589673913042], "95": [0.6454941116231439, 0.7744146669002161]}, "precision": 0.7195121951219512, "recall": 0.7108433734939759}}} |