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Added models, outputs, data and tensorflow runs

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charlie-rasberry
2026-04-13 01:47:24 +01:00
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commit dc91b522f0
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model,task,macro_f1,macro_precision,macro_recall,accuracy,conf_overall,conf_correct,conf_incorrect
mtl_original,bug_report,0.7833333333333331,0.768455530360292,0.8027848820687691,0.8613333333333331,0.956886053085327,0.97133868932724,0.8671128153800961
mtl_original,feature_request,0.7632819746470161,0.7523338553934561,0.776279013245837,0.8693333333333331,0.9604225158691401,0.971001923084259,0.8900374770164491
mtl_original,aspect,0.7170467094024511,0.718659478955565,0.7175741849634061,0.736,0.8980301022529601,0.927059710025787,0.81709885597229
mtl_original,aspect_sentiment,0.7574652640875611,0.771311938013836,0.7471910012842651,0.912,0.965078949928283,0.9762944579124451,0.848845124244689
mtl_boosted,bug_report,0.9051856266200821,0.9016466210687211,0.909222117350951,0.9132176234979971,0.9751167297363281,0.9835515618324281,0.8863566517829891
mtl_boosted,feature_request,0.8164215686274511,0.8249551363417511,0.8084569363081141,0.9385847797062751,0.9860208034515381,0.99037754535675,0.9194391369819641
mtl_boosted,aspect,0.8025782333853201,0.801386597022245,0.8071020445874091,0.8170894526034711,0.951742529869079,0.9682987332344051,0.8777835965156551
mtl_boosted,aspect_sentiment,0.6003394063095551,0.589426822481914,0.6126239622702451,0.9345794392523361,0.981067180633544,0.9874913692474361,0.889292955398559
stl_aspect,aspect,0.6941267385341161,0.692636644001273,0.717751069459417,0.716,0.8459477424621581,0.887672424316406,0.740754663944244
stl_aspect_sentiment,aspect_sentiment,0.7856154710827541,0.7905014749262531,0.7816500597847741,0.916,0.981183290481567,0.9872694015502931,0.9148151278495781
stl_bug_report,bug_report,0.7845034000574651,0.762719298245614,0.8191602728047741,0.856,0.9904617667198181,0.992652595043182,0.977438509464263
stl_feature_request,feature_request,0.741924491616304,0.739484126984127,0.7444606473042491,0.862666666666666,0.951506376266479,0.9664607644081111,0.8575695753097531
1 model task macro_f1 macro_precision macro_recall accuracy conf_overall conf_correct conf_incorrect
2 mtl_original bug_report 0.7833333333333331 0.768455530360292 0.8027848820687691 0.8613333333333331 0.956886053085327 0.97133868932724 0.8671128153800961
3 mtl_original feature_request 0.7632819746470161 0.7523338553934561 0.776279013245837 0.8693333333333331 0.9604225158691401 0.971001923084259 0.8900374770164491
4 mtl_original aspect 0.7170467094024511 0.718659478955565 0.7175741849634061 0.736 0.8980301022529601 0.927059710025787 0.81709885597229
5 mtl_original aspect_sentiment 0.7574652640875611 0.771311938013836 0.7471910012842651 0.912 0.965078949928283 0.9762944579124451 0.848845124244689
6 mtl_boosted bug_report 0.9051856266200821 0.9016466210687211 0.909222117350951 0.9132176234979971 0.9751167297363281 0.9835515618324281 0.8863566517829891
7 mtl_boosted feature_request 0.8164215686274511 0.8249551363417511 0.8084569363081141 0.9385847797062751 0.9860208034515381 0.99037754535675 0.9194391369819641
8 mtl_boosted aspect 0.8025782333853201 0.801386597022245 0.8071020445874091 0.8170894526034711 0.951742529869079 0.9682987332344051 0.8777835965156551
9 mtl_boosted aspect_sentiment 0.6003394063095551 0.589426822481914 0.6126239622702451 0.9345794392523361 0.981067180633544 0.9874913692474361 0.889292955398559
10 stl_aspect aspect 0.6941267385341161 0.692636644001273 0.717751069459417 0.716 0.8459477424621581 0.887672424316406 0.740754663944244
11 stl_aspect_sentiment aspect_sentiment 0.7856154710827541 0.7905014749262531 0.7816500597847741 0.916 0.981183290481567 0.9872694015502931 0.9148151278495781
12 stl_bug_report bug_report 0.7845034000574651 0.762719298245614 0.8191602728047741 0.856 0.9904617667198181 0.992652595043182 0.977438509464263
13 stl_feature_request feature_request 0.741924491616304 0.739484126984127 0.7444606473042491 0.862666666666666 0.951506376266479 0.9664607644081111 0.8575695753097531