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AnonymousCS/
populism_classifier_bsample_376

Name: populism_classifier_bsample_376
Availability: InStock

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populism_classifier_bsample_376

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
0.0315	1.0	6	0.7124	0.7920	0.3252	0.8696	0.2	0.8284
0.0346	2.0	12	0.7295	0.8246	0.3636	0.8696	0.2299	0.8457
0.0071	3.0	18	0.7859	0.8271	0.3670	0.8696	0.2326	0.8470