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{
"model name": "CRF++",
"dataset": "Setting3",
"method": "crf",
"file name": "answer.txt",
"submitter": "zhaorui",
"MICRO precision": 0.860236220472441,
"MICRO recall": 0.4546820809248555,
"MICRO f1": 0.5949175616396915,
"MACRO precision": 0.8493710351974235,
"MACRO recall": 0.4070618806653824,
"MACRO f1": 0.5503621667420868,
"detail result": "{\n \"LOCATION\": {\n \"precision\": 0.7033153430994603,\n \"recall\": 0.33014838943177705,\n \"f1\": 0.4493596059113301,\n \"support\": 13815\n },\n \"ID\": {\n \"precision\": 0.8387933830684399,\n \"recall\": 0.33200667608165363,\n \"f1\": 0.4757174392935982,\n \"support\": 7789\n },\n \"NAME\": {\n \"precision\": 0.9138174625600453,\n \"recall\": 0.7064220183486238,\n \"f1\": 0.796846125415794,\n \"support\": 13734\n },\n \"PROFESSION\": {\n \"precision\": 0.7495291902071564,\n \"recall\": 0.2800844475721323,\n \"f1\": 0.4077868852459017,\n \"support\": 1421\n },\n \"AGE\": {\n \"precision\": 0.8854760860026327,\n \"recall\": 0.49400244798041615,\n \"f1\": 0.6341923318667504,\n \"support\": 4085\n },\n \"CONTACT\": {\n \"precision\": 0.9375,\n \"recall\": 0.2835538752362949,\n \"f1\": 0.43541364296081275,\n \"support\": 529\n },\n \"DATE\": {\n \"precision\": 0.917165781444231,\n \"recall\": 0.423215310006779,\n \"f1\": 0.5791764789838008,\n \"support\": 19177\n },\n \"MICRO_AVERAGE\": {\n \"precision\": 0.860236220472441,\n \"recall\": 0.4546820809248555,\n \"f1\": 0.5949175616396915,\n \"support\": 60550\n },\n \"MACRO_AVERAGE\": {\n \"precision\": 0.8493710351974235,\n \"recall\": 0.4070618806653824,\n \"f1\": 0.5503621667420868,\n \"support\": 60550\n }\n}"
} |