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AnonymousCS/
populism_classifier_142

Name: populism_classifier_142
Rating: 2.5 (5 reviews)

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populism_classifier_142

This model is a fine-tuned version of AnonymousCS/populism_multilingual_bert_cased_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: 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
0.1826	1.0	13	0.2477	0.9554	0.6786	0.7037	0.6552	0.8386
0.0983	2.0	26	0.2789	0.9604	0.6923	0.6667	0.72	0.8240
0.1229	3.0	39	0.2662	0.9579	0.7119	0.7778	0.6562	0.8743