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AnonymousCS/
populism_classifier_bsample_353

Name: populism_classifier_bsample_353
Availability: InStock

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populism_classifier_bsample_353

This model is a fine-tuned version of AnonymousCS/populism_english_bert_base_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
1.1788	1.0	6	0.7058	0.8677	0.4800	0.7059	0.3636	0.7944
0.1453	2.0	12	0.8311	0.7659	0.3947	0.8824	0.2542	0.8186
0.0676	3.0	18	1.0818	0.6514	0.3046	0.8824	0.1840	0.7559