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Table 5 Keyword and ICD9 search method performance

From: Temporal bone radiology report classification using open source machine learning and natural langue processing libraries

  Accuracy F1-Score
Region Best classifier Keyword ICD9 Best classifier Keyword ICD9
Inner 90 % 75 % 60 % 0.82 0.42 0.60
Middle 90 % 67 % 62 % 0.85 0.67 0.15
Outer 93 % 86 % 86 % 0.71 0.33 0.0
Mastoid 82 % 65 % 68 % 0.73 0.14 0.28