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AnonymousCS/
populism_classifier_bsample_320

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populism_classifier_bsample_320

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
0.0313	1.0	6	0.5436	0.8567	0.4138	0.9	0.2687	0.8771
0.0193	2.0	12	0.6732	0.7921	0.3509	1.0	0.2128	0.8899
0.0453	3.0	18	0.7841	0.7781	0.3361	1.0	0.2020	0.8824