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AnonymousCS/
populism_classifier_297

Name: populism_classifier_297
Availability: InStock

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populism_classifier_297

This model is a fine-tuned version of AnonymousCS/populism_english_bert_base_cased 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: 128
eval_batch_size: 128
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
0.1698	1.0	17	0.2602	0.9380	0.5217	0.72	0.4091	0.8344
0.0829	2.0	34	0.4202	0.9549	0.52	0.52	0.52	0.7482
0.0353	3.0	51	0.4263	0.9586	0.5926	0.64	0.5517	0.8072