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AnonymousCS/
populism_classifier_bsample_382

Name: populism_classifier_bsample_382
Rating: 2.5 (5 reviews)

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populism_classifier_bsample_382

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
0.0397	1.0	6	0.5692	0.8824	0.4667	0.875	0.3182	0.8789
0.1233	2.0	12	0.6696	0.8554	0.4272	0.9167	0.2785	0.8841
0.0434	3.0	18	0.6771	0.8284	0.3966	0.9583	0.25	0.8893