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AnonymousCS/
populism_classifier_bsample_373

Name: populism_classifier_bsample_373
Availability: InStock

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populism_classifier_bsample_373

This model is a fine-tuned version of AnonymousCS/populism_english_bert_large_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
0.053	1.0	7	0.7568	0.8078	0.3188	0.8148	0.1982	0.8111
0.0089	2.0	14	1.4364	0.5951	0.2016	0.9259	0.1131	0.7508
0.123	3.0	21	0.8096	0.8241	0.3281	0.7778	0.2079	0.8023