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yziani
/
fakeavceleb-svm-resnet50

Joblib
scikit-learn
SVM
deepfake-detection
fakeavceleb
Model card Files
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SVM Probe on Frozen ResNet-50 Features (FakeAVCeleb)

  • svm_final_model.joblib
  • svm_final_scaler.joblib

Results

  • Test AUC: 88.33 +/- 1.15
  • Test Accuracy: 78.73 +/- 5.28
  • Best Hyperparameter (C): 1.0

Environment

  • python 3.12.13
  • scikit-learn 1.6.1
  • numpy 2.0.2
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