You can deploy this model and start earning money today!

AnonymousCS/
populism_classifier_bsample_371

Name: populism_classifier_bsample_371
Rating: 2.5 (7 reviews)

Views

No views yet

populism_classifier_bsample_371

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:

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
0.0571	1.0	5	0.6169	0.9024	0.2449	0.5455	0.1579	0.7292
0.2612	2.0	10	0.7170	0.8734	0.25	0.7273	0.1509	0.8025
0.003	3.0	15	1.5891	0.7124	0.1417	0.8182	0.0776	0.7637