Upload 3 files
Browse files- best_metrics_stage1.json +37 -0
- best_stage1.pt +3 -0
- history_stage1.json +122 -0
best_metrics_stage1.json
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{
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"micro_f1": 0.8991166596042895,
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"macro_f1": 0.8951831097976967,
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"hamming_loss": 0.0386623694598511,
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"per_class_f1": {
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"letter": 0.8846815834767642,
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"form": 0.7697234352256186,
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"email": 0.9812753036437247,
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"resume": 0.9450521168446789
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},
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"per_class": {
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"letter": {
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"f1": 0.8846815834767642,
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"precision": 0.8624161073825504,
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"recall": 0.9081272084805654,
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"support": 3962
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},
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"form": {
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"f1": 0.7697234352256186,
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"precision": 0.9313138429024305,
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"recall": 0.65591664599355,
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"support": 4031
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},
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"email": {
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"f1": 0.9812753036437247,
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"precision": 0.9880254777070063,
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"recall": 0.9746167378738376,
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"support": 3979
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},
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"resume": {
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"f1": 0.9450521168446789,
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"precision": 0.9765957446808511,
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"recall": 0.9154824233358265,
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"support": 4011
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}
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}
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}
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best_stage1.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1a02f25b2991d6d356da5c7105feeb4534cd836b79a85edc0756bf747363c6d6
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size 501408750
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history_stage1.json
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[
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{
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"epoch": 1,
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"stage": 1,
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"train_loss": 0.017055223911586447,
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"micro_f1": 0.8560758005394564,
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"macro_f1": 0.8498453638383494,
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"hamming_loss": 0.05199120571628441,
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"per_class_f1": {
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"letter": 0.7939065475318587,
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"form": 0.7202745039534537,
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"email": 0.9656149388280747,
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"resume": 0.9195854650400105
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},
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"per_class": {
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"recall": 0.6839979808177689,
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"support": 3962
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},
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"form": {
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"email": {
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"resume": {
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}
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}
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},
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{
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"epoch": 2,
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},
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{
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}
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]
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