A benchmark of Qiskit variational classifiers on titanic3 finds the non-entangling ZFeatureMap outperforms the entangling ZZFeatureMap, but the reported SVC collapse is likely due to a small test set.
Wiesner, Conjugate coding
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Quantum Machine Learning Applied to the Sinking of the Titanic
A benchmark of Qiskit variational classifiers on titanic3 finds the non-entangling ZFeatureMap outperforms the entangling ZZFeatureMap, but the reported SVC collapse is likely due to a small test set.