AustinCarthy/Base_10Kphish_benignFall_IL_10K_OnlyPhish_10K_from_benign_top_p_0.75

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Base10KphishbenignFallIL10KOnlyPhish10Kfrombenigntopp_0.75

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

• —Loss: 0.1123
• —Accuracy: 0.9899
• —F1: 0.8810
• —Precision: 0.9985
• —Recall: 0.7882
• —Roc Auc Score: 0.8941
• —Tpr At Fpr 0.01: 0.8132

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 2e-05
• —trainbatchsize: 32
• —evalbatchsize: 32
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 5.0
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —Transformers 4.29.1
• —Pytorch 1.9.0+cu111
• —Datasets 2.10.1
• —Tokenizers 0.13.2