You can deploy this model and start earning money today!

AnonymousCS/
populism_classifier_298

Name: populism_classifier_298
Rating: 2.5 (5 reviews)

Views

No views yet

populism_classifier_298

This model is a fine-tuned version of AnonymousCS/populism_english_bert_base_cased 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: 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
0.3267	1.0	13	0.2037	0.9307	0.6410	0.9259	0.4902	0.9285
0.2462	2.0	26	0.2556	0.9431	0.6567	0.8148	0.55	0.8835
0.1983	3.0	39	0.2398	0.9381	0.6575	0.8889	0.5217	0.9153