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AnonymousCS/
populism_classifier_bsample_317

Name: populism_classifier_bsample_317
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populism_classifier_bsample_317

This model is a fine-tuned version of AnonymousCS/populism_english_bert_large_cased on the None dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

learning_rate: 1e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 20
mixed_precision_training: Native AMP

Training Loss	Epoch	Step	Validation Loss	Accuracy	1-f1	1-recall	1-precision	Balanced Acc
0.2126	1.0	7	0.6960	0.8636	0.3133	0.8667	0.1912	0.8651
0.1781	2.0	14	1.1394	0.7440	0.1955	0.8667	0.1102	0.8031
0.0079	3.0	21	1.0230	0.7727	0.2149	0.8667	0.1226	0.8179