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AnonymousCS/
populism_classifier_bsample_258

Name: populism_classifier_bsample_258
Rating: 2.5 (5 reviews)

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populism_classifier_bsample_258

This model is a fine-tuned version of AnonymousCS/populism_multilingual_roberta_base 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
0.1862	1.0	7	0.5108	0.8765	0.4737	0.9643	0.3140	0.9177
0.0203	2.0	14	0.5728	0.8519	0.4286	0.9643	0.2755	0.9046
0.0154	3.0	21	0.5183	0.8992	0.4948	0.8571	0.3478	0.8794