model_bilstmcrf_ons_fast-v0.2.0
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since this release
entity level tp: 3177 - fp: 314 - fn: 460 - tn: 0 - precision: 0.9101 - recall: 0.8735 - f1-score: 0.8914
Address tp: 130 - fp: 25 - fn: 26 - tn: 0 - precision: 0.8387 - recall: 0.8333 - f1-score: 0.8360
Age tp: 26 - fp: 11 - fn: 15 - tn: 0 - precision: 0.7027 - recall: 0.6341 - f1-score: 0.6666
Care_Institute tp: 129 - fp: 58 - fn: 87 - tn: 0 - precision: 0.6898 - recall: 0.5972 - f1-score: 0.6402
Date tp: 742 - fp: 46 - fn: 61 - tn: 0 - precision: 0.9416 - recall: 0.9240 - f1-score: 0.9327
Email tp: 10 - fp: 0 - fn: 0 - tn: 0 - precision: 1.0000 - recall: 1.0000 - f1-score: 1.0000
Hospital tp: 5 - fp: 3 - fn: 5 - tn: 0 - precision: 0.6250 - recall: 0.5000 - f1-score: 0.5556
ID tp: 12 - fp: 6 - fn: 13 - tn: 0 - precision: 0.6667 - recall: 0.4800 - f1-score: 0.5582
Initials tp: 115 - fp: 31 - fn: 63 - tn: 0 - precision: 0.7877 - recall: 0.6461 - f1-score: 0.7099
Internal_Location tp: 27 - fp: 10 - fn: 28 - tn: 0 - precision: 0.7297 - recall: 0.4909 - f1-score: 0.5869
Name tp: 1875 - fp: 91 - fn: 66 - tn: 0 - precision: 0.9537 - recall: 0.9660 - f1-score: 0.9598
Organization_Company tp: 73 - fp: 27 - fn: 63 - tn: 0 - precision: 0.7300 - recall: 0.5368 - f1-score: 0.6187
Other tp: 0 - fp: 0 - fn: 4 - tn: 0 - precision: 0.0000 - recall: 0.0000 - f1-score: 0.0000
Phone_fax tp: 16 - fp: 0 - fn: 0 - tn: 0 - precision: 1.0000 - recall: 1.0000 - f1-score: 1.0000
Profession tp: 13 - fp: 4 - fn: 29 - tn: 0 - precision: 0.7647 - recall: 0.3095 - f1-score: 0.4407
SSN tp: 0 - fp: 2 - fn: 0 - tn: 0 - precision: 0.0000 - recall: 0.0000 - f1-score: 0.0000
URL_IP tp: 4 - fp: 0 - fn: 0 - tn: 0 - precision: 1.0000 - recall: 1.0000 - f1-score: 1.0000
token level tp: 3975 - fp: 315 - fn: 473 - tn: 1471702 - precision: 0.9266 - recall: 0.8937 - f1-score: 0.9099
Address tp: 204 - fp: 20 - fn: 32 - tn: 98175 - precision: 0.9107 - recall: 0.8644 - f1-score: 0.8869
Age tp: 44 - fp: 16 - fn: 15 - tn: 98356 - precision: 0.7333 - recall: 0.7458 - f1-score: 0.7395
Care_Institute tp: 254 - fp: 69 - fn: 93 - tn: 98015 - precision: 0.7864 - recall: 0.7320 - f1-score: 0.7582
Date tp: 901 - fp: 44 - fn: 36 - tn: 97450 - precision: 0.9534 - recall: 0.9616 - f1-score: 0.9575
Email tp: 10 - fp: 0 - fn: 0 - tn: 98421 - precision: 1.0000 - recall: 1.0000 - f1-score: 1.0000
Hospital tp: 10 - fp: 3 - fn: 4 - tn: 98414 - precision: 0.7692 - recall: 0.7143 - f1-score: 0.7407
ID tp: 12 - fp: 6 - fn: 11 - tn: 98402 - precision: 0.6667 - recall: 0.5217 - f1-score: 0.5854
Initials tp: 128 - fp: 18 - fn: 57 - tn: 98228 - precision: 0.8767 - recall: 0.6919 - f1-score: 0.7734
Internal_Location tp: 46 - fp: 11 - fn: 46 - tn: 98328 - precision: 0.8070 - recall: 0.5000 - f1-score: 0.6174
Name tp: 2179 - fp: 94 - fn: 53 - tn: 96105 - precision: 0.9586 - recall: 0.9763 - f1-score: 0.9674
Organization_Company tp: 119 - fp: 30 - fn: 89 - tn: 98193 - precision: 0.7987 - recall: 0.5721 - f1-score: 0.6667
Other tp: 0 - fp: 0 - fn: 5 - tn: 98426 - precision: 0.0000 - recall: 0.0000 - f1-score: 0.0000
Phone_fax tp: 22 - fp: 0 - fn: 0 - tn: 98409 - precision: 1.0000 - recall: 1.0000 - f1-score: 1.0000
Profession tp: 42 - fp: 4 - fn: 32 - tn: 98353 - precision: 0.9130 - recall: 0.5676 - f1-score: 0.7000
URL_IP tp: 4 - fp: 0 - fn: 0 - tn: 98427 - precision: 1.0000 - recall: 1.0000 - f1-score: 1.0000
token (blind) tp: 4100 - fp: 192 - fn: 350 - tn: 93791 - precision: 0.9553 - recall: 0.9213 - f1-score: 0.9380
ENT tp: 4100 - fp: 192 - fn: 350 - tn: 93791 - precision: 0.9553 - recall: 0.9213 - f1-score: 0.9380