To view the effect of the results sort the table based on percentage, highest first. The number of false positives within the top seems to be quite small. Due to different balance within the test and train sets one should expect the balance to be a bit distorted, and thus take a higher cut-off value than 0.50 (e.g. take 0.90 or higher depending on how certain you want to be on the results).

Image	Probability of being a portrait
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	0.03179
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	0.105963
	0.00199912
	0.0403674
	0.000298614
	0.0769582
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	0.99562
	0.102055
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	0.00674533
	0.000x23493e-05
	0.0236964
	0.000401953
File:1040907-air1.jpg	0.365128
	0.999685
	0.0535181
	0.0151427
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	0.13538
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File:109049464 o.jpg	0.0742866
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	0.0144699
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