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AnonymousCS/
populism_classifier_bsample_314

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populism_classifier_bsample_314

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
1.4809	1.0	4	0.5193	0.8852	0.1026	0.2222	0.0667	0.5638
0.3032	2.0	8	1.7352	0.1934	0.0682	1.0	0.0353	0.5845
0.2482	3.0	12	1.3793	0.3475	0.0829	1.0	0.0433	0.6639