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. 2020 May 30;2020:241–250.

Table 3:

Complete Table of Amazon Comprehend Shared Category Performance Results

Training Testing
2016 TP FP FN Prec Rec F1 TP FP FN Prec Rec F1
Address 501 2095 700 0.1930 0.4172 0.2639 380 1351 463 0.2195 0.4508 0.2953
Age 1160 99 70 0.9214 0.9431 0.9321 730 67 34 0.9159 0.9555 0.9353
AlphaN. 1031 445 163 0.6985 0.8635 0.7723 728 283 114 0.7201 0.8646 0.7858
Name 3924 349 265 0.9183 0.9367 0.9274 2593 187 198 0.9327 0.9291 0.9309
2016 TP FP FN Prec Rec F1 TP FP FN Prec Rec F1
Address 1598 2951 986 0.3513 0.6184 0.4481 1007 1643 580 0.3800 0.6345 0.4753
Age 2586 378 844 0.8725 0.7539 0.8089 1641 255 569 0.8655 0.7425 0.7993
AlphaN. 159 48 21 0.7681 0.8833 0.8217 125 45 13 0.7353 0.9058 0.8117
Name 3034 721 337 0.8080 0.9000 0.8515 1990 400 212 0.8326 0.9037 0.8667