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AnonymousCS/
populism_classifier_bsample_374

Name: populism_classifier_bsample_374
Rating: 2.5 (6 reviews)

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populism_classifier_bsample_374

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
0.0322	1.0	9	0.5912	0.9277	0.3368	0.64	0.2286	0.7881
0.0052	2.0	18	1.2067	0.7313	0.1702	0.96	0.0934	0.8423
0.0275	3.0	27	0.7845	0.8507	0.2353	0.8	0.1379	0.8261