Binary classification with a quantum-kernel SVM, tuned and compared against a cross-validated classical RBF-SVM on a held-out test set
Describe it with
moons-sampled
2 qubits
95.8% ± 3.3%1.63 cr · 1 d ago
breast-cancer-real-data
4 qubits
94.0% ± 4.2%2.72 cr · 1 d ago
xor-exact-kernel
96.3% ± 3.2%0.012 cr · 1 d ago
circles-exact-kernel
100% ± 1.6%0.012 cr · 1 d ago
noise-model-breast-cancer
4 qubits · depth 34 · 22 two-qubit gates
93.3% ± 14.7%Fidelity 96.3% · kept 100%0.726 cr · 1 d ago
hardware-breast-cancer-small
50.0% ± 28.5%Fidelity 95.3% · kept 100%IBM Fez47 cr · 1 d ago
breast-cancer-kernelv0.5.0
n/aIBM Fez51.8 cr · 16 d ago
breast-cancer-12v0.4.0
n/aIBM Fez22.4 cr · 17 d ago