{
  "method": "product-rotation centred kernel ridge teacher + neural KL distillation",
  "source": "https://www.academia.edu/175377730/Quantum_Artificial_Intelligence_with_Verifiable_Kernels",
  "scales": [
    0.25,
    0.5,
    1.0,
    2.0,
    4.0
  ],
  "ridge_penalties": [
    1.0,
    0.1,
    0.01,
    0.001,
    0.0001
  ],
  "epochs": 120,
  "seed": 20261008,
  "teacher_fit": 600,
  "teacher_validation": 200,
  "student_train": 6000,
  "student_validation": 1000,
  "test": 1500,
  "ood_test": 1500,
  "selection": "teacher: first best validation balanced accuracy; student: minimum validation CE",
  "neural_temperature": 2.0,
  "kernel_score_temperature": 0.5,
  "alpha": 0.7,
  "quantum_hardware": false
}