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What matters in classical machine learning for non-intrusive load monitoring? A factorial benchmark on REFIT with validation on unseen houses

publication1 mentionslast seen Nov 3, 2026

Study comparing classical machine learning models for NILM on REFIT dataset with factorial benchmark.

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What matters in classical machine learning for non-intrusive load monitoring? A factorial benchmark on REFIT with validation on unseen housesapplies tonon-intrusive load monitoring90% confidence1 source

What matters in classical machine learning for non-intrusive load monitoring? A factorial benchmark on REFIT with validation on unseen houses

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What matters in classical machine learning for non-intrusive load monitoring? A factorial benchmark on REFIT with validation on unseen housesapplies tonon-intrusive load monitoring

90% confidence1 supporting mentions

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preprintarXivOct 31, 2026What matters in classical machine learning for non-intrusive load monitoring? A factorial benchmark on REFIT with validation on unseen houses
A factorial benchmark on REFIT with validation on unseen houses