Class frequencies

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Protein counts per class

Each protein was imaged four times.

Class Training images Validation images Test images
cell periphery 27 4 7
cytoplasm 499 100 108
endosome 7 2 2
er 92 25 29
golgi 8 1 2
mitochondrion 198 58 45
nuclear periphery 22 5 5
nucleolus 39 6 7
nucleus 283 62 69
peroxisome 7 1 1
spindle pole 21 5 2
vacuole 21 8 5

Sanity check for class overlap

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Class examples (from training set)

## [1] "cell periphery"

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## [1] "cytoplasm"

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## [1] "endosome"

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## [1] "er"

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## [1] "golgi"

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## [1] "mitochondrion"

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## [1] "nuclear periphery"

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## [1] "nucleolus"

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## [1] "nucleus"

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## [1] "peroxisome"

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## [1] "spindle pole"

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## [1] "vacuole"

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Scaled class examples (from training set)

## [1] "cell periphery"

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## [1] "cytoplasm"

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## [1] "endosome"

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## [1] "er"

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## [1] "golgi"

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## [1] "mitochondrion"

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## [1] "nuclear periphery"

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## [1] "nucleolus"

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## [1] "nucleus"

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## [1] "peroxisome"

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## [1] "spindle pole"

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## [1] "vacuole"

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