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TAC 2018 DRUG-DRUG INTERACTION EXTRACTION FROM DRUG LABELS EVALUATION RESULTS
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Team ID:  HIKE_DCD_ZJU
Organization(s):  College of Computer Science, Zhejiang University


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Run: HIKE_DCD_ZJU1
Test Set 1 Results
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Task 1 Results:
  Exact (+type)
    TP: 3062  FP: 2915  FN: 4161
    Precision: 51.23
    Recall:    42.39
    F1:        46.39  (PRIMARY)
  Exact (-type)
    TP: 3075  FP: 2891  FN: 4147
    Precision: 51.54
    Recall:    42.58
    F1:        46.63  
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Task 2 Results:
  Full (+type)
    TP: 1474  FP: 1539  FN: 2800
    Precision: 48.92
    Recall:    34.49
    F1:        40.46  (PRIMARY)
  Full (-type)
    TP: 1474  FP: 1539  FN: 2800
    Precision: 48.92
    Recall:    34.49
    F1:        40.46  
  Binary (+type)
    TP: 1659  FP: 1341  FN: 2397
    Precision: 55.30
    Recall:    40.90
    F1:        47.02  
  Binary (-type)
    TP: 2011  FP: 991  FN: 2045
    Precision: 66.99
    Recall:    49.58
    F1:        56.98  


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Run: HIKE_DCD_ZJU1
Test Set 2 Results 
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Task 1 Results:
  Exact (+type)
    TP: 1547  FP: 1548  FN: 1984
    Precision: 49.98
    Recall:    43.81
    F1:        46.69  (PRIMARY)
  Exact (-type)
    TP: 1561  FP: 1524  FN: 1970
    Precision: 50.60
    Recall:    44.21
    F1:        47.19  
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Task 2 Results:
  Full (+type)
    TP: 662  FP: 888  FN: 1495
    Precision: 42.71
    Recall:    30.69
    F1:        35.72  (PRIMARY)
  Full (-type)
    TP: 662  FP: 888  FN: 1495
    Precision: 42.71
    Recall:    30.69
    F1:        35.72  
  Binary (+type)
    TP: 788  FP: 751  FN: 1141
    Precision: 51.20
    Recall:    40.85
    F1:        45.44  
  Binary (-type)
    TP: 978  FP: 566  FN: 951
    Precision: 63.34
    Recall:    50.70
    F1:        56.32  


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Run: HIKE_DCD_ZJU2
Test Set 1 Results
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Task 1 Results:
  Exact (+type)
    TP: 2878  FP: 3039  FN: 4345
    Precision: 48.64
    Recall:    39.84
    F1:        43.81  (PRIMARY)
  Exact (-type)
    TP: 2890  FP: 3008  FN: 4332
    Precision: 49.00
    Recall:    40.02
    F1:        44.05  
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Task 2 Results:
  Full (+type)
    TP: 1320  FP: 1606  FN: 2954
    Precision: 45.11
    Recall:    30.88
    F1:        36.67  (PRIMARY)
  Full (-type)
    TP: 1320  FP: 1606  FN: 2954
    Precision: 45.11
    Recall:    30.88
    F1:        36.67  
  Binary (+type)
    TP: 1504  FP: 1412  FN: 2552
    Precision: 51.58
    Recall:    37.08
    F1:        43.14  
  Binary (-type)
    TP: 1844  FP: 1075  FN: 2212
    Precision: 63.17
    Recall:    45.46
    F1:        52.87  


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Run: HIKE_DCD_ZJU2
Test Set 2 Results 
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Task 1 Results:
  Exact (+type)
    TP: 1484  FP: 1811  FN: 2047
    Precision: 45.04
    Recall:    42.03
    F1:        43.48  (PRIMARY)
  Exact (-type)
    TP: 1498  FP: 1780  FN: 2033
    Precision: 45.70
    Recall:    42.42
    F1:        44.00  
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Task 2 Results:
  Full (+type)
    TP: 619  FP: 984  FN: 1538
    Precision: 38.62
    Recall:    28.70
    F1:        32.93  (PRIMARY)
  Full (-type)
    TP: 619  FP: 984  FN: 1538
    Precision: 38.62
    Recall:    28.70
    F1:        32.93  
  Binary (+type)
    TP: 760  FP: 836  FN: 1169
    Precision: 47.62
    Recall:    39.40
    F1:        43.12  
  Binary (-type)
    TP: 930  FP: 672  FN: 999
    Precision: 58.05
    Recall:    48.21
    F1:        52.68  


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Run: HIKE_DCD_ZJU3
Test Set 1 Results
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Task 1 Results:
  Exact (+type)
    TP: 2768  FP: 2244  FN: 4455
    Precision: 55.23
    Recall:    38.32
    F1:        45.25  (PRIMARY)
  Exact (-type)
    TP: 2777  FP: 2222  FN: 4445
    Precision: 55.55
    Recall:    38.45
    F1:        45.45  
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Task 2 Results:
  Full (+type)
    TP: 1400  FP: 1172  FN: 2874
    Precision: 54.43
    Recall:    32.76
    F1:        40.90  (PRIMARY)
  Full (-type)
    TP: 1400  FP: 1172  FN: 2874
    Precision: 54.43
    Recall:    32.76
    F1:        40.90  
  Binary (+type)
    TP: 1569  FP: 1000  FN: 2487
    Precision: 61.07
    Recall:    38.68
    F1:        47.37  
  Binary (-type)
    TP: 1844  FP: 728  FN: 2212
    Precision: 71.70
    Recall:    45.46
    F1:        55.64  


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Run: HIKE_DCD_ZJU3
Test Set 2 Results 
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Task 1 Results:
  Exact (+type)
    TP: 1448  FP: 1363  FN: 2083
    Precision: 51.51
    Recall:    41.01
    F1:        45.66  (PRIMARY)
  Exact (-type)
    TP: 1453  FP: 1345  FN: 2078
    Precision: 51.93
    Recall:    41.15
    F1:        45.92  
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Task 2 Results:
  Full (+type)
    TP: 608  FP: 730  FN: 1549
    Precision: 45.44
    Recall:    28.19
    F1:        34.79  (PRIMARY)
  Full (-type)
    TP: 608  FP: 730  FN: 1549
    Precision: 45.44
    Recall:    28.19
    F1:        34.79  
  Binary (+type)
    TP: 733  FP: 605  FN: 1196
    Precision: 54.78
    Recall:    38.00
    F1:        44.87  
  Binary (-type)
    TP: 875  FP: 467  FN: 1054
    Precision: 65.20
    Recall:    45.36
    F1:        53.50