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AnonymousCS/
populism_classifier_bsample_308

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populism_classifier_bsample_308

This model is a fine-tuned version of AnonymousCS/populism_english_bert_base_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
0.1745	1.0	4	1.2526	0.4324	0.1217	1.0	0.0648	0.7046
0.1847	2.0	8	0.8414	0.6290	0.1469	0.8125	0.0807	0.7170
0.1609	3.0	12	1.1042	0.5577	0.1429	0.9375	0.0773	0.7398
0.1047	4.0	16	0.9016	0.6511	0.1341	0.6875	0.0743	0.6686