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Linear models and single-qubit mixed-state models are compared for binary classification. Qubit models offer different interpretability, but it's unclear if that's an advantage. This comparison is still theoretical, not tested on real-world data.
“arXiv:2607.15433v1 Announce Type: new Abstract: We characterize and compare the inherent interpretability offerings of a standard linear model with a single qubit mixed state model for the task of supervised binary classification. A side by…”
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arXiv:2607.15433v1, single-qubit mixed-state model, linear model
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Aug 7, 2026