54467160d97677925feb010968aa733ba780031b
XGBoost classifier - full dataset scikit-learn xgboost

 

challenge
Eur-lex-documents
submitter
[anonymized]
submitted
2022-09-13 22:55:21.245817 UTC
see also
Source repository
file basename
out

test-A / f3d4e6d974d6c576cb9d2785084d958a2cfc5e62
Metric Score
F1 49.81
Likelihood 0.05
Accuracy 26.70
F2 67.22

dev-0 / 0d065af7bed2b0a6ef37cbddd1d8a403ed42b927
Metric Score
F1 47.38
Likelihood 0.02
Accuracy 25.86
F2 64.99

worst items

note: the gold standard is taken from the submission itself, not from the challenge data!
# input expected output actual output test-A F1
1 Avis juridique important \n \n \n \n \n | \n \n \n \n 31993D0417 \n \n 93/417/EEC: Commission Decision of 21 June 1993 amending the Decision… law social_life health:0.100000000 media_informations:0.100000000 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
2 Avis juridique important \n \n \n \n \n | \n \n \n \n 31993D0431 \n \n 93/431/EEC: Commission Decision of 28 June 1993 establishing the ecol… social_life law environment health:0.100000000 media_informations:0.231768176 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
3 Avis juridique important \n \n \n \n \n | \n \n \n \n 31993D0430 \n \n 93/430/EEC: Commission Decision of 28 June 1993 establishing the ecol… law environment social_life health:0.100000000 media_informations:0.156916007 transportation:0.100000000 industry:0.102975376 work_and_employment:0.100000000 agricultur… 0.00
4 Avis juridique important \n \n \n \n \n | \n \n \n \n 31993D0442 \n \n 93/442/EEC: Commission Decision of 30 June 1993 on the establishment … european_union social_life health:0.100000000 media_informations:0.221426114 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
5 10. 8. 93 Official Journal of the European Communities No C 215/17 II (Preparatory Acts) COMMISSION Amended proposal for a Council Decision … health health:0.100000000 media_informations:0.839332759 transportation:0.852647603 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
6 "Avis juridique important \n \n \n \n \n | \n \n \n \n 31993D0445 \n \n 93/445/EEC: Commission Decision of 12 July 1993 amending Decision 88… agriculture health:0.100000000 media_informations:0.100000000 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
7 Avis juridique important \n \n \n \n \n | \n \n \n \n 31993D0475 \n \n 93/475/EEC, Euratom: Commission Decision of 22 July 1993 defining pro… european_union media_informations health:0.100000000 media_informations:0.297110885 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
8 "Avis juridique important \n \n \n \n \n | \n \n \n \n 31993R1975 \n \n COMMISSION REGULATION (EEC) No 1975/93 of 22 July 1993 laying down d… agriculture health:0.100000000 media_informations:0.100000000 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
9 "COMMISSION OF THE EUROPEAN COMVIUNITIES C0M(93) 384 final Brussels, 22 July 1993 COMMUNICATION FROM THE COMMISSION TO THE COUNCIL AND THE E… law environment health:0.100000000 media_informations:0.100000000 transportation:0.828148723 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
10 Avis juridique important \n \n \n \n \n | \n \n \n \n 31993D0481 \n \n 93/481/EEC: Commission Decision of 28 July 1993 concerning formats fo… european_union environment health:0.100000000 media_informations:0.100000000 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
11 "1. 10. 93 Official Journal of the European Communities No C 266/11 Proposal for a Council Decision on the implementation by the Me ber Stat… research_science_and_technology health:0.100000000 media_informations:0.900000000 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
12 "»>:* •••'/S...:•'-.-;' çkfkm&ëiw*111^3 SSfcï"" .4' COMMISSION OF THE EUROPEAN COMMUNITIES COM(93) 441 final Brussels, 22 September 1993 ll^… agriculture health:0.265927881 media_informations:0.900000000 transportation:0.900000000 industry:0.900000000 work_and_employment:0.100000000 agricultur… 0.00
13 "COMMISSION OF THE EUROPEAN COMVSUNITIES C0M(93) 515 final Brussels, 20 October 1993 Proposal for a COUNCIL DEÇI$IQN on the conclusion of an… work_and_employment energy health:0.100000000 media_informations:0.895300746 transportation:0.107458286 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
14 "COMMISSION OF THE EUROPEAN COMMUNITIES C0M(93) 537 final - SYN 446 Brussels, 28 October 1993 Re-examined proposal for a COUNCIL PECI?)QN on… research_science_and_technology health:0.100000000 media_informations:0.100000000 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
15 "COMMISSION OF THE EUROPEAN COMWDNITIES C0M(93) 570 final Brussels, 10 November 1993 LIST OF PROPOSALS PENDING BEFORE THE COUNCIL ON 31 OCTO… european_union work_and_employment economy health:0.206063271 media_informations:0.900000000 transportation:0.900000000 industry:0.133752540 work_and_employment:0.100000000 agricultur… 0.00
16 "COMMISSION OF THE EUROPEAN COMMUNITIES C0M(93) 562 final Brussels, 16 November 1993 REPORT FROM THE COMMISSION ON THE STATE OF THE SHIPBUIL… industry health:0.100000000 media_informations:0.412822932 transportation:0.900000000 industry:0.239306644 work_and_employment:0.100000000 agricultur… 0.00
17 "COMVIISSION OF THE EUROPEAN COMMUNITIES COM(93) 574 final Brussels, 19 November 1993 I. p Proposal for a COUNCIL REGULATION (EEC) temporari… taxes transportation health:0.100000000 media_informations:0.900000000 transportation:0.233617932 industry:0.900000000 work_and_employment:0.100000000 agricultur… 0.00
18 "COMVIISSION OF THE EUROPEAN COMMUNITIES C0M(93)559 final Brussels, 24 November 1993 Commission communication on the framework for action in… health health:0.391911149 media_informations:0.900000000 transportation:0.900000000 industry:0.874399066 work_and_employment:0.900000000 agricultur… 0.00
19 Avis juridique important \n \n \n \n \n | \n \n \n \n 31994D0003 \n \n 94/3/EC: Commission Decision of 20 December 1993 establishing a list … environment health:0.100000000 media_informations:0.356104165 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
20 "Important legal notice \n \n \n \n \n | \n \n \n \n 31994D0014 \n \n 94/14/EC: Commission Decision of 21 December 1993 setting up the list … law health:0.100000000 media_informations:0.100000000 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
21 Avis juridique important \n \n \n \n \n | \n \n \n \n 31994D0010 \n \n 94/10/EC: Commission Decision of 21 December 1993 on a standard summa… law environment health:0.100000000 media_informations:0.100000000 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
22 Avis juridique important \n \n \n \n \n | \n \n \n \n 31994R0086 \n \n Commission Regulation (EC) No 86/94 of 19 January 1994 establishing a… agriculture health:0.100000000 media_informations:0.233930603 transportation:0.100000000 industry:0.167719439 work_and_employment:0.100000000 agricultur… 0.00
23 03/ 14 \n \n \n BG \n \n \n Официален вестник на Европейския съюз \n \n \n 176 \n \n \n \n \n \n 31994R0114 \n \n \n \n \n \n \n \n \n \n L … economy agriculture health:0.100000000 media_informations:0.100000000 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
24 "Important legal notice \n \n \n \n \n | \n \n \n \n 52007DC0316 \n \n Communication from the Commission to the European Parliament, the Cou… law health:0.100000000 media_informations:0.100000000 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
25 20.6.2007    \n \n \n EN \n \n \n Official Journal of the European Union \n \n \n L 159/39 \n \n \n \n \n \n \n COMMISSION REGULATION (EC) … foreign_policy health:0.100000000 media_informations:0.100000000 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
26 22.6.2007    \n \n \n EN \n \n \n Official Journal of the European Union \n \n \n L 161/33 \n \n \n \n \n \n \n COMMISSION REGULATION (EC) … environment health:0.100000000 media_informations:0.656225681 transportation:0.822017074 industry:0.116741173 work_and_employment:0.100000000 agricultur… 0.00
27 29.6.2007    \n \n \n EN \n \n \n Official Journal of the European Union \n \n \n L 169/63 \n \n \n \n \n \n \n COMMISSION DECISION \n \n of… environment health:0.100000000 media_informations:0.100000000 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
28 "Important legal notice \n \n \n \n \n | \n \n \n \n 52007DC0412 \n \n Communication from the Commission to the Council - Reforming Europe f… european_union health:0.100000000 media_informations:0.100984424 transportation:0.100000000 industry:0.100000000 work_and_employment:0.236744195 agricultur… 0.00
29 "Important legal notice \n \n \n \n \n | \n \n \n \n 52007DC0399 \n \n Green Paper on bio-preparedness /* COM/2007/0399 final */ \n \n \n… internal_security health:0.535145342 media_informations:0.900000000 transportation:0.794017792 industry:0.835483789 work_and_employment:0.900000000 agricultur… 0.00
30 19.7.2007    \n \n \n EN \n \n \n Official Journal of the European Union \n \n \n L 187/47 \n \n \n \n \n \n \n COMMISSION DECISION \n \n of… agriculture health:0.100000000 media_informations:0.860855639 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
31 24.7.2007    \n \n \n EN \n \n \n Official Journal of the European Union \n \n \n L 192/19 \n \n \n \n \n \n \n COMMISSION REGULATION (EC) … agriculture health:0.100000000 media_informations:0.100000000 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
32 14.9.2007    \n \n \n EN \n \n \n Official Journal of the European Union \n \n \n L 241/17 \n \n \n \n \n \n \n COMMISSION DECISION \n \n of… work_and_employment health:0.100000000 media_informations:0.655778885 transportation:0.858389854 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
33 Important legal notice \n \n \n \n \n | \n \n \n \n 52007SC1066 \n \n Commission staff working document - Annex to the Report from the Commi… agriculture health:0.182962298 media_informations:0.900000000 transportation:0.288895428 industry:0.728836596 work_and_employment:0.100000000 agricultur… 0.00
34 "Important legal notice \n \n \n \n \n | \n \n \n \n 52007DC0469 \n \n Report from the Commission to the European Parliament and the Council… agriculture health:0.345402747 media_informations:0.900000000 transportation:0.188610569 industry:0.207987249 work_and_employment:0.100000000 agricultur… 0.00
35 22.8.2007    \n \n \n EN \n \n \n Official Journal of the European Union \n \n \n L 217/9 \n \n \n \n \n \n \n COMMISSION REGULATION (EC) N… agriculture health:0.100000000 media_informations:0.100000000 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
36 23.8.2007    \n \n \n EN \n \n \n Official Journal of the European Union \n \n \n L 218/10 \n \n \n \n \n \n \n COMMISSION DECISION \n \n of… law health:0.100000000 media_informations:0.625538111 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
37 22.8.2007    \n \n \n EN \n \n \n Official Journal of the European Union \n \n \n L 217/12 \n \n \n \n \n \n \n COMMISSION REGULATION (EC) … agriculture health:0.100000000 media_informations:0.100000000 transportation:0.100000000 industry:0.327661961 work_and_employment:0.100000000 agricultur… 0.00
38 30.8.2007    \n \n \n EN \n \n \n Official Journal of the European Union \n \n \n L 226/15 \n \n \n \n \n \n \n COMMISSION REGULATION (EC) … law agriculture health:0.100000000 media_informations:0.100000000 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
39 Important legal notice \n \n \n \n \n | \n \n \n \n 52007PC0485 \n \n Opinion of the Commission pursuant to Article 251 (2), third subparagr… health law health:0.100000000 media_informations:0.138819292 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00
40 28.9.2007    \n \n \n EN \n \n \n Official Journal of the European Union \n \n \n L 253/21 \n \n \n \n \n \n \n COMMISSION REGULATION (EC) … agriculture health:0.100000000 media_informations:0.100000000 transportation:0.100000000 industry:0.100000000 work_and_employment:0.100000000 agricultur… 0.00

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