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AnonymousCS/
populism_classifier_bsample_357

Name: populism_classifier_bsample_357
Rating: 2.5 (7 reviews)

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populism_classifier_bsample_357

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
0.139	1.0	6	0.4716	0.8091	0.2920	1.0	0.1709	0.9006
0.0907	2.0	12	0.7459	0.7126	0.2151	1.0	0.1205	0.8504
0.0751	3.0	18	0.4739	0.7972	0.2695	0.95	0.1570	0.8705