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AnonymousCS/
populism_classifier_bsample_325

Name: populism_classifier_bsample_325
Rating: 2.5 (9 reviews)

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populism_classifier_bsample_325

This model is a fine-tuned version of AnonymousCS/populism_english_bert_large_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
0.0886	1.0	7	0.7460	0.8282	0.2969	0.6786	0.19	0.7576
0.1062	2.0	14	1.0679	0.8817	0.2619	0.3929	0.1964	0.6511
0.0456	3.0	21	1.0897	0.6889	0.2347	0.8929	0.1351	0.7851