Sensitivity-Specificity of clustering result (no labeled data)

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Ioannis Gkouzionis
Ioannis Gkouzionis el 11 de Sept. de 2019
Respondida: the cyclist el 11 de Sept. de 2019
Is there any way to calculate the sensitivity and specificity of a clustering result when there is an absence of ground truth labels ?
Thank you in advance!

Respuestas (1)

the cyclist
the cyclist el 11 de Sept. de 2019
I was really tempted to just write the one-word answer, "No".
But, instead I'll say that I just don't see how it could be possible. Since the definitions of sensitivity/specificity explicitly involve comparisons with "true positive" and "true negative", I don't see any way to get to there.

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