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AnonymousCS/
populism_classifier_bsample_388

Name: populism_classifier_bsample_388
Availability: InStock

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populism_classifier_bsample_388

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
0.0163	1.0	7	0.6539	0.8416	0.3937	0.8929	0.2525	0.8656
0.0243	2.0	14	0.6851	0.8786	0.4587	0.8929	0.3086	0.8853
0.0195	3.0	21	0.6621	0.8909	0.4854	0.8929	0.3333	0.8918