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AnonymousCS/
populism_classifier_bsample_345

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populism_classifier_bsample_345

This model is a fine-tuned version of AnonymousCS/populism_english_bert_base_uncased 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
0.0947	1.0	5	0.8241	0.7652	0.1682	0.8182	0.0938	0.7909
0.0532	2.0	10	1.1378	0.6992	0.1364	0.8182	0.0744	0.7569
0.0629	3.0	15	0.9451	0.7704	0.1714	0.8182	0.0957	0.7936