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AnonymousCS/
populism_classifier_bsample_164

Name: populism_classifier_bsample_164
Rating: 2.5 (10 reviews)

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populism_classifier_bsample_164

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
0.0211	1.0	6	0.4905	0.8708	0.4390	0.9	0.2903	0.8845
0.0304	2.0	12	0.6629	0.7893	0.3363	0.95	0.2043	0.8649
0.0541	3.0	18	0.7268	0.7753	0.3333	1.0	0.2	0.8810