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AnonymousCS/
populism_classifier_bsample_342

Name: populism_classifier_bsample_342
Rating: 2.5 (6 reviews)

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populism_classifier_bsample_342

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
0.2457	1.0	15	0.3995	0.8626	0.1479	0.6	0.0843	0.7340
0.2475	2.0	30	0.6116	0.7496	0.0982	0.6857	0.0529	0.7183
0.3304	3.0	45	0.8660	0.7325	0.0960	0.7143	0.0514	0.7236