#binary-classifiers

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You want to tag photos as outdoor or indoor and as daytime or nighttime; all four combinations occur. Which setup fits this task?

Two logistic regression classifiers, one per attribute1
One softmax regression with the classes outdoor, indoor, daytime and nighttime2
One logistic regression classifier with a single output3
K-Means with four clusters on the image features4

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