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performance_averages.yml
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performance_distortion_model_on_normal:
f1:
avg: 0.5231863813469256
max: 0.7774463361366846
min: 0.32316469514212576
mae:
avg: 0.2521547491451587
max: 0.5257520576119423
min: 0.13429037849108375
performance_normal_model_on_distortion:
f1:
avg: 0.6214579465898062
max: 0.9370940723762772
min: 0.36449690312025246
mae:
avg: 0.25407143662426795
max: 0.4956779990663481
min: 0.10063779176878974
performance_normal_model_with_dropout_on_distortion:
f1:
avg: 0.6353157953267377
max: 0.8833170633698697
min: 0.4853322263768502
mae:
avg: 0.25302775612159206
max: 0.5434238208298707
min: 0.10628239683170415
performance_nosharedefault:
f1:
avg: 0.7956225955602897
max: 0.9659469061097014
min: 0.6680774931245174
mae:
avg: 0.20857062126826104
max: 0.4609740812182426
min: 0.09359660700956977
performance_ovf_dropout:
f1:
avg: 0.8336070754794453
max: 0.9740117959686306
min: 0.7198578713377216
mae:
avg: 0.1877124673164799
max: 0.4105448779463768
min: 0.07263141376773526
performance_ovf_dropout_l1:
f1:
avg: 0.7403308223948383
max: 0.9371508473394239
min: 0.6105732705456806
mae:
avg: 0.21098197980983724
max: 0.4416034029722214
min: 0.08897592905163762
performance_ovf_dropout_l2:
f1:
avg: 0.8095474504881528
max: 0.9700432903932512
min: 0.6703167396215189
mae:
avg: 0.2023234222236157
max: 0.4345468149781227
min: 0.08620827684799814
performance_ovf_dropout_l2_larger:
f1:
avg: 0.8244922567636345
max: 0.97600554405048
min: 0.7158718887010012
mae:
avg: 0.20118797595711657
max: 0.43077053618431094
min: 0.07872503465414048
performance_ovf_plain:
f1:
avg: 0.8339338898538786
max: 0.9780146978439114
min: 0.7148165385819696
mae:
avg: 0.187314648236313
max: 0.40274836468696595
min: 0.07295469459891325
performance_ovf_plain_larger:
f1:
avg: 0.8500670465758873
max: 0.9769916710537928
min: 0.7368219619408637
mae:
avg: 0.18404898346088883
max: 0.3947097508907318
min: 0.06788515883684146
performance_plain_larger_dropout:
f1:
avg: 0.8340123600163737
max: 0.9729902225414089
min: 0.7320304925583994
mae:
avg: 0.18970334175630701
max: 0.4126229871511459
min: 0.07211301317811018
performance_plain_larger_no_dropout_30k:
f1:
avg: 0.8691058171161765
max: 0.9843342658158512
min: 0.7392869961366205
mae:
avg: 0.1904110161820364
max: 0.4147486505508423
min: 0.07350854699810333
performance_plain_larger_with_dropout_30k:
f1:
avg: 0.8266285233097023
max: 0.9796674064210026
min: 0.6727836402717559
mae:
avg: 0.21547158283454923
max: 0.47197412757078805
min: 0.09430389853980811
performance_sharedlayer:
f1:
avg: 0.8159675458924116
max: 0.9680073920673067
min: 0.6742210516881415
mae:
avg: 0.2015438071981965
max: 0.4348912994861603
min: 0.07988553490241371