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TAC 2017 ADVERSE DRUG REACTION EXTRACTION FROM DRUG LABELS EVALUATION RESULTS
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Team ID:  UTH_CCB
Organization:  The University of Texas Health Science Center at Houston


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Run ID:  UTH_CCB1
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Task 1 Results:
  Exact (+type)
    TP: 11623  FP: 2251  FN: 2954
    Precision: 83.78
    Recall:    79.74
    F1:        81.71  (PRIMARY)
  Exact (-type)
    TP: 11631  FP: 2243  FN: 2946
    Precision: 83.83
    Recall:    79.79
    F1:        81.76  
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Task 2 Results:
  Full (+type)
    TP: 1161  FP: 1086  FN: 1451
    Precision: 51.67
    Recall:    44.45
    F1:        47.79  (PRIMARY)
  Full (-type)
    TP: 1173  FP: 1074  FN: 1439
    Precision: 52.20
    Recall:    44.91
    F1:        48.28  
  Binary (+type)
    TP: 1501  FP: 1203  FN: 1450
    Precision: 55.51
    Recall:    50.86
    F1:        53.09  
  Binary (-type)
    TP: 1514  FP: 1190  FN: 1437
    Precision: 55.99
    Recall:    51.30
    F1:        53.55  
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Task 3 Results:
    TP: 5186  FP: 1075  FN: 1157
    Micro-Precision: 82.83
    Micro-Recall:    81.76
    Micro-F1:        82.29
    Macro-Precision  82.61
    Macro-Recall     81.88
    Macro-F1         81.65  (PRIMARY)
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Task 4 Results:
    TP: 4550  FP: 803  FN: 635
    Micro-Precision: 85.00
    Micro-Recall:    87.75
    Micro-F1:        86.35
    Macro-Precision  84.04
    Macro-Recall     86.67
    Macro-F1         84.79  (PRIMARY)


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Run ID:  UTH_CCB2
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Task 1 Results:
  Exact (+type)
    TP: 12303  FP: 3034  FN: 2274
    Precision: 80.22
    Recall:    84.40
    F1:        82.26  (PRIMARY)
  Exact (-type)
    TP: 12306  FP: 3029  FN: 2271
    Precision: 80.25
    Recall:    84.42
    F1:        82.28  
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Task 2 Results:
  Full (+type)
    TP: 1262  FP: 1467  FN: 1350
    Precision: 46.24
    Recall:    48.32
    F1:        47.26  (PRIMARY)
  Full (-type)
    TP: 1271  FP: 1458  FN: 1341
    Precision: 46.57
    Recall:    48.66
    F1:        47.59  
  Binary (+type)
    TP: 1674  FP: 1661  FN: 1277
    Precision: 50.19
    Recall:    56.73
    F1:        53.26  
  Binary (-type)
    TP: 1685  FP: 1650  FN: 1266
    Precision: 50.52
    Recall:    57.10
    F1:        53.61  
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Task 3 Results:
    TP: 5428  FP: 1384  FN: 915
    Micro-Precision: 79.68
    Micro-Recall:    85.57
    Micro-F1:        82.52
    Macro-Precision  78.77
    Macro-Recall     85.62
    Macro-F1         81.39  (PRIMARY)
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Task 4 Results:
    TP: 4707  FP: 1004  FN: 478
    Micro-Precision: 82.42
    Micro-Recall:    90.78
    Micro-F1:        86.40
    Macro-Precision  80.83
    Macro-Recall     89.90
    Macro-F1         84.53  (PRIMARY)


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Run ID:  UTH_CCB3
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Task 1 Results:
  Exact (+type)
    TP: 12015  FP: 2542  FN: 2562
    Precision: 82.54
    Recall:    82.42
    F1:        82.48  (PRIMARY)
  Exact (-type)
    TP: 12023  FP: 2534  FN: 2554
    Precision: 82.59
    Recall:    82.48
    F1:        82.54  
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Task 2 Results:
  Full (+type)
    TP: 1249  FP: 1237  FN: 1363
    Precision: 50.24
    Recall:    47.82
    F1:        49.00  (PRIMARY)
  Full (-type)
    TP: 1261  FP: 1225  FN: 1351
    Precision: 50.72
    Recall:    48.28
    F1:        49.47  
  Binary (+type)
    TP: 1608  FP: 1374  FN: 1343
    Precision: 53.92
    Recall:    54.49
    F1:        54.21  
  Binary (-type)
    TP: 1621  FP: 1361  FN: 1330
    Precision: 54.36
    Recall:    54.93
    F1:        54.64  
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Task 3 Results:
    TP: 5383  FP: 1265  FN: 960
    Micro-Precision: 80.97
    Micro-Recall:    84.87
    Micro-F1:        82.87
    Macro-Precision  80.69
    Macro-Recall     85.05
    Macro-F1         82.19  (PRIMARY)
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Task 4 Results:
    TP: 4658  FP: 876  FN: 527
    Micro-Precision: 84.17
    Micro-Recall:    89.84
    Micro-F1:        86.91
    Macro-Precision  83.02
    Macro-Recall     89.06
    Macro-F1         85.33  (PRIMARY)