| |
Precision
|
Recall
|
F-measure
|
---|
Features
| |
NB
|
ME
|
NB
|
ME
|
NB
|
ME
|
---|
Baseline (plain text)
|
PE
|
0.78
|
0.88
|
0.96
|
0.95
|
0.86
|
0.91
|
DVT
|
0.42
|
0.84
|
0.89
|
0.89
|
0.57
|
0.86
|
PE and/or DVT
|
0.77
|
0.90
|
0.85
|
0.96
|
0.81
|
0.93
|
Incidentaloma
|
0.32
|
0.43
|
0.29
|
0.32
|
0.30
|
0.37
|
Baseline + annotations
|
PE
|
0.99
|
1.00
|
0.97
|
0.95
|
0.98
|
0.98
|
DVT
|
0.73
|
1.00
|
0.89
|
1.00
|
0.80
|
1.00
|
PE and/or DVT
|
0.92
|
1.00
|
0.85
|
0.96
|
0.89
|
0.98
|
Incidentaloma
|
0.67
|
NC
|
0.50
|
NC
|
0.57
|
NC
|
Baseline + annotations + section typing
|
Incidentaloma
|
0.46
|
NC
|
0.63
|
NC
|
0.53
|
NC
|
Critical sections* + annotations
|
Incidentaloma
|
0.60
|
0.76
|
0.75
|
0.81
|
0.67
|
0.80
|
- NB: Naïve Bayes; ME: Maximum Entropy.
- PE: Pulmonary Embolism; DVT: Deep Vein Thrombosis.
- *results and conclusion sections.
- NC: Not Calculated.