,tag,precision,recall,f1-score,support,entity 0,B-DATE,1.0,0.9444444444444444,0.9714285714285714,18.0,DATE 7,I-DATE,1.0,1.0,1.0,14.0,DATE 8,I-LOCATION,0.2,1.0,0.33333333333333337,1.0,LOCATION 1,B-LOCATION,0.6666666666666666,0.6666666666666666,0.6666666666666666,9.0,LOCATION 14,O,0.9836879432624114,0.9900071377587437,0.9868374244041266,1401.0,O 9,I-ORGANIZATION,1.0,0.9888888888888889,0.9944134078212291,90.0,ORGANIZATION 2,B-ORGANIZATION,0.974025974025974,0.9615384615384616,0.967741935483871,78.0,ORGANIZATION 3,B-OTHER,0.6296296296296297,0.7083333333333334,0.6666666666666667,24.0,OTHER 10,I-OTHER,1.0,0.3,0.4615384615384615,10.0,OTHER 4,B-PERSON,0.9433962264150944,0.9090909090909091,0.9259259259259259,55.0,PERSON 11,I-PERSON,0.8181818181818182,1.0,0.9,27.0,PERSON 5,B-QUANTITY,0.9655172413793104,1.0,0.9824561403508771,28.0,QUANTITY 12,I-QUANTITY,0.9487179487179487,0.9024390243902439,0.9249999999999999,41.0,QUANTITY 6,B-TITLE,0.5,0.1,0.16666666666666669,10.0,TITLE 13,I-TITLE,0.8125,0.7647058823529411,0.787878787878788,17.0,TITLE 15,accuracy,0.968184311574328,0.968184311574328,0.968184311574328,0.968184311574328,accuracy 16,macro avg,0.829488229885257,0.8157409832309757,0.7824369325443457,1823.0,macro avg 17,weighted avg,0.968817370156649,0.968184311574328,0.9663713907913454,1823.0,weighted avg