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AnonymousCS/
populism_classifier_bsample_352

Name: populism_classifier_bsample_352
Rating: 2.5 (6 reviews)

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populism_classifier_bsample_352

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
0.1114	1.0	19	0.5092	0.8273	0.2222	0.9231	0.1263	0.8739
0.1251	2.0	38	0.5951	0.8304	0.2143	0.8654	0.1223	0.8474
0.0483	3.0	57	0.5240	0.8464	0.2314	0.8654	0.1335	0.8556