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AnonymousCS/
populism_classifier_bsample_177

Name: populism_classifier_bsample_177
Rating: 2.5 (5 reviews)

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populism_classifier_bsample_177

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
0.0609	1.0	6	0.6332	0.8333	0.4833	0.7632	0.3537	0.8022
0.8549	2.0	12	0.7615	0.8575	0.4952	0.6842	0.3881	0.7807
0.0866	3.0	18	0.8398	0.6667	0.3737	0.9737	0.2313	0.8027