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AnonymousCS/
populism_classifier_bsample_015

Name: populism_classifier_bsample_015
Rating: 2.5 (5 reviews)

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populism_classifier_bsample_015

This model is a fine-tuned version of google-bert/bert-base-multilingual-cased 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
0.1019	1.0	6	0.7401	0.8117	0.4394	0.8529	0.2959	0.8304
0.0486	2.0	12	0.8335	0.8448	0.4505	0.7353	0.3247	0.7952
0.007	3.0	18	0.9344	0.7455	0.3750	0.8824	0.2381	0.8075