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AnonymousCS/
populism_classifier_bsample_238

Name: populism_classifier_bsample_238
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populism_classifier_bsample_238

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
0.3877	1.0	15	0.7101	0.6593	0.0798	0.7429	0.0421	0.7002
0.2333	2.0	30	0.7560	0.7070	0.0883	0.7143	0.0471	0.7106
0.1972	3.0	45	0.9998	0.6644	0.0809	0.7429	0.0428	0.7028