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AnonymousCS/
populism_classifier_bsample_347

Name: populism_classifier_bsample_347
Rating: 2.5 (6 reviews)

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populism_classifier_bsample_347

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
0.1354	1.0	7	0.7275	0.7751	0.2857	0.8148	0.1732	0.7938
0.0411	2.0	14	1.2856	0.5951	0.1951	0.8889	0.1096	0.7334
0.1586	3.0	21	0.8085	0.7751	0.2857	0.8148	0.1732	0.7938