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AnonymousCS/
populism_classifier_bsample_161

Name: populism_classifier_bsample_161
Rating: 2.5 (5 reviews)

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populism_classifier_bsample_161

This model is a fine-tuned version of AnonymousCS/populism_multilingual_bert_uncased_v2 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
0.192	1.0	7	0.7250	0.8373	0.2766	0.8667	0.1646	0.8514
0.057	2.0	14	0.7615	0.8110	0.2476	0.8667	0.1444	0.8378
0.0176	3.0	21	0.8100	0.7990	0.2364	0.8667	0.1368	0.8316