Uczenie na GPW2004 i testowanie na WIKI-GOSP¶
bez rescore¶
+-----------------------+
| Evaluation summary
+-----------------------+
| Precision = 0,4628
| Recall = 0,4855
| F(1)-measure = 0,4739
+-----------------------+
+-----------------------+
| Evaluation details
+-----------------------+
+--------------+------------+------------+------------+------------+------------+------------+
| TYPES |ROAD_NAM |PERSON_LAST_|PERSON_FIRST|COUNTRY_NAM |ADMIN_NAM |CITY_NAM |
+--------------+------------+------------+------------+------------+------------+------------+
| TruePositive | 0 | 927 | 739 | 408 | 10 | 277 |
| FalsePositive| 6 | 1020 | 880 | 290 | 137 | 392 |
| FalseNegative| 0 | 565 | 354 | 1203 | 44 | 335 |
| Precision | 0,0000 | 0,4761 | 0,4565 | 0,5845 | 0,0680 | 0,4141 |
| Recall | NaN | 0,6213 | 0,6761 | 0,2533 | 0,1852 | 0,4526 |
| F(1)-measure | NaN | 0,5391 | 0,5450 | 0,3534 | 0,0995 | 0,4325 |
+--------------+------------+------------+------------+------------+------------+------------+
z rescore¶
+-----------------------+
| Evaluation summary
+-----------------------+
| Precision = 0,3919
| Recall = 0,6625
| F(1)-measure = 0,4924
+-----------------------+
+-----------------------+
| Evaluation details
+-----------------------+
+--------------+------------+------------+------------+------------+------------+------------+
| TYPES |ROAD_NAM |PERSON_LAST_|PERSON_FIRST|COUNTRY_NAM |ADMIN_NAM |CITY_NAM |
+--------------+------------+------------+------------+------------+------------+------------+
| TruePositive | 0 | 1209 | 916 | 693 | 13 | 390 |
| FalsePositive| 33 | 1878 | 1556 | 474 | 296 | 734 |
| FalseNegative| 0 | 283 | 177 | 918 | 41 | 222 |
| Precision | 0,0000 | 0,3916 | 0,3706 | 0,5938 | 0,0421 | 0,3470 |
| Recall | NaN | 0,8103 | 0,8381 | 0,4302 | 0,2407 | 0,6373 |
| F(1)-measure | NaN | 0,5281 | 0,5139 | 0,4989 | 0,0716 | 0,4493 |
+--------------+------------+------------+------------+------------+------------+------------+