Comparison between different cTAKES-based ...

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Comparison between different cTAKES-based models with full and hand-filtered input. LR full RF full NB full LR filter RF filter NB filter. Adv. Cancer. P. 86. 71. 80.
Comparison between different cTAKES-based models with full and hand-filtered input. LR full

RF full

NB full

LR filter

RF filter

NB filter

Adv. Cancer

P R F1 AU C

86 58 69 94

71 48 58 91

80 65 71 94

85 55 67 91

63 39 48 92

85 55 67 92

Adv. Heart Disease

P R F1 AU C

71 49 58 88

62 36 45 88

52 47 50 83

73 59 65 89

59 37 46 88

71 34 46 87

Adv. Lung Disease

P R F1 AU C

58 25 35 86

50 14 22 82

67 29 40 81

43 36 39 87

53 29 37 85

100 14 25 81

Chronic Neuro

P R F1 AU C

75 55 64 87

81 46 59 86

64 33 43 77

80 62 70 86

73 47 58 87

78 37 50 84

Chronic Pain

P R F1 AU C

49 45 47 78

66 41 51 78

36 21 27 73

58 52 55 83

66 48 56 85

82 32 46 81

Alcohol Abuse

P R F1 AU C

88 79 83 95

67 71 69 91

63 68 66 91

62 71 67 94

91 75 82 96

73 68 70 93

Substance Abuse

P R F1 AU C

93 47 62 97

81 57 67 92

67 53 59 95

86 63 73 97

89 57 69 95

87 67 75 97

Obesity

P R F1 AU C

67 70 68 98

64 80 71 99

50 15 23 85

68 65 67 98

62 75 68 98

100 35 52 93

Psychiatric Disorders

P R F1 AU C

70 56 62 87

74 63 68 88

67 37 48 80

78 59 67 90

79 46 58 88

81 64 72 93

Depression

P R F1 AU C

81 72 76 94

76 69 72 91

74 46 57 80

78 64 70 90

79 77 78 91

82 35 49 85

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