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AnonymousCS/
populism_classifier_bsample_035

Name: populism_classifier_bsample_035
Rating: 2.5 (5 reviews)

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populism_classifier_bsample_035

This model is a fine-tuned version of google-bert/bert-base-multilingual-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
0.0316	1.0	7	0.5024	0.8425	0.4031	0.9630	0.2549	0.8992
0.0114	2.0	14	0.8042	0.7382	0.2889	0.9630	0.1699	0.8440
0.0093	3.0	21	0.5844	0.9080	0.4444	0.6667	0.3333	0.7944