You can deploy this model and start earning money today!

AnonymousCS/
populism_classifier_bsample_243

Name: populism_classifier_bsample_243
Availability: InStock

Views

No views yet

populism_classifier_bsample_243

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:

More information needed

More information needed

More information needed

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
1.1805	1.0	7	0.8153	0.8712	0.3368	0.5926	0.2353	0.7400
0.0463	2.0	14	1.1002	0.7280	0.2652	0.8889	0.1558	0.8038
0.1327	3.0	21	0.9323	0.7996	0.3194	0.8519	0.1966	0.8242