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Number of Images from Training and Testing (tiles per image=1)
actin dna endosome er golgia golgpp lysosome microtubules mitochondria nucleolus total
Testing 23 23 23 23 23 23 23 23 23 23 230
Training 50 50 50 50 50 50 50 50 50 50 500

Results

Split 1 Accuracy: 0.85 of total
0.85 ± 0.2 Avg per Class Correct of total
Full details
Split 2 Accuracy: 0.83 of total
0.83 ± 0.4 Avg per Class Correct of total
Full details
Split 3 Accuracy: 0.84 of total
0.84 ± 0.2 Avg per Class Correct of total
Full details
Split 4 Accuracy: 0.83 of total
0.83 ± 0.2 Avg per Class Correct of total
Full details
Split 5 Accuracy: 0.87 of total
0.87 ± 0.3 Avg per Class Correct of total
Full details
Total 0.84 Avg per Class Correct of total
Accuracy: 0.84 of total






Confusion Matrix (sum of all splits)
actin dna endosome er golgia golgpp lysosome microtubules mitochondria nucleolus
actin 113 0 1 0 0 0 0 1 0 0
dna 0 108 0 7 0 0 0 0 0 0
endosome 0 0 77 7 0 1 18 6 6 0
er 0 4 0 105 0 0 0 1 5 0
golgia 0 0 0 0 104 10 0 0 1 0
golgpp 0 0 1 1 11 90 10 0 0 2
lysosome 0 0 9 1 1 3 99 0 2 0
microtubules 0 0 18 10 0 0 7 67 13 0
mitochondria 0 0 9 8 0 0 1 1 96 0
nucleolus 0 0 0 0 2 0 4 0 0 109




Average Similarity Matrix
actin dna endosome er golgia golgpp lysosome microtubules mitochondria nucleolus
actin 1.00 0.00 0.04 0.01 0.00 0.00 0.02 0.04 0.03 0.00
dna 0.00 1.00 0.01 0.10 0.01 0.00 0.01 0.01 0.01 0.00
endosome 0.01 0.01 1.00 0.12 0.01 0.04 0.41 0.21 0.29 0.00
er 0.00 0.05 0.04 1.00 0.00 0.01 0.03 0.06 0.09 0.00
golgia 0.00 0.00 0.02 0.00 1.00 0.21 0.01 0.00 0.03 0.00
golgpp 0.00 0.00 0.04 0.01 0.22 1.00 0.20 0.01 0.01 0.03
lysosome 0.00 0.00 0.20 0.02 0.01 0.06 1.00 0.02 0.04 0.01
microtubules 0.04 0.01 0.37 0.25 0.01 0.02 0.18 1.00 0.36 0.01
mitochondria 0.00 0.00 0.27 0.17 0.02 0.01 0.10 0.14 1.00 0.00
nucleolus 0.00 0.00 0.02 0.00 0.03 0.04 0.07 0.00 0.01 1.00






Split 1

Confusion Matrix
actin dna endosome er golgia golgpp lysosome microtubules mitochondria nucleolus
actin 22 0 1 0 0 0 0 0 0 0
dna 0 22 0 1 0 0 0 0 0 0
endosome 0 0 14 1 0 0 6 1 1 0
er 0 0 0 21 0 0 0 0 2 0
golgia 0 0 0 0 21 2 0 0 0 0
golgpp 0 0 0 1 3 18 1 0 0 0
lysosome 0 0 2 0 0 1 19 0 1 0
microtubules 0 0 3 3 0 0 1 16 0 0
mitochondria 0 0 0 2 0 0 1 0 20 0
nucleolus 0 0 0 0 0 0 1 0 0 22


Similarity Matrix
actin dna endosome er golgia golgpp lysosome microtubules mitochondria nucleolus
actin 1.00 0.00 0.04 0.01 0.00 0.00 0.03 0.04 0.03 0.00
dna 0.00 1.00 0.01 0.11 0.00 0.00 0.01 0.01 0.02 0.00
endosome 0.01 0.01 1.00 0.12 0.01 0.03 0.49 0.22 0.26 0.00
er 0.00 0.04 0.03 1.00 0.00 0.00 0.03 0.05 0.09 0.00
golgia 0.00 0.00 0.02 0.01 1.00 0.21 0.01 0.00 0.05 0.00
golgpp 0.00 0.00 0.04 0.04 0.32 1.00 0.16 0.02 0.01 0.01
lysosome 0.00 0.00 0.21 0.02 0.01 0.07 1.00 0.02 0.05 0.00
microtubules 0.05 0.00 0.29 0.26 0.00 0.01 0.11 1.00 0.30 0.00
mitochondria 0.00 0.00 0.23 0.20 0.02 0.01 0.10 0.18 1.00 0.00
nucleolus 0.00 0.00 0.02 0.01 0.03 0.07 0.12 0.00 0.01 1.00




154 features selected (out of 1025 features computed).
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Individual image predictions




Split 2

Confusion Matrix
actin dna endosome er golgia golgpp lysosome microtubules mitochondria nucleolus
actin 23 0 0 0 0 0 0 0 0 0
dna 0 22 0 1 0 0 0 0 0 0
endosome 0 0 16 2 0 0 3 0 2 0
er 0 1 0 21 0 0 0 0 1 0
golgia 0 0 0 0 19 4 0 0 0 0
golgpp 0 0 1 0 1 18 2 0 0 1
lysosome 0 0 2 0 0 0 20 0 1 0
microtubules 0 0 3 2 0 0 3 10 5 0
mitochondria 0 0 3 1 0 0 0 0 19 0
nucleolus 0 0 0 0 0 0 1 0 0 22


Similarity Matrix
actin dna endosome er golgia golgpp lysosome microtubules mitochondria nucleolus
actin 1.00 0.00 0.02 0.00 0.00 0.00 0.01 0.03 0.02 0.00
dna 0.00 1.00 0.01 0.09 0.00 0.00 0.01 0.01 0.01 0.00
endosome 0.01 0.01 1.00 0.10 0.01 0.02 0.40 0.20 0.34 0.00
er 0.00 0.05 0.05 1.00 0.00 0.00 0.03 0.04 0.10 0.00
golgia 0.00 0.00 0.01 0.00 1.00 0.24 0.02 0.00 0.02 0.00
golgpp 0.00 0.00 0.08 0.00 0.15 1.00 0.24 0.00 0.01 0.04
lysosome 0.00 0.00 0.19 0.01 0.01 0.05 1.00 0.02 0.07 0.01
microtubules 0.03 0.01 0.43 0.38 0.01 0.04 0.28 1.00 0.50 0.01
mitochondria 0.01 0.00 0.30 0.14 0.02 0.01 0.10 0.11 1.00 0.00
nucleolus 0.00 0.00 0.02 0.00 0.01 0.02 0.04 0.00 0.01 1.00




154 features selected (out of 1025 features computed).
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Individual image predictions




Split 3

Confusion Matrix
actin dna endosome er golgia golgpp lysosome microtubules mitochondria nucleolus
actin 23 0 0 0 0 0 0 0 0 0
dna 0 21 0 2 0 0 0 0 0 0
endosome 0 0 16 2 0 1 3 0 1 0
er 0 1 0 21 0 0 0 0 1 0
golgia 0 0 0 0 20 3 0 0 0 0
golgpp 0 0 0 0 2 18 3 0 0 0
lysosome 0 0 1 1 0 1 20 0 0 0
microtubules 0 0 1 1 0 0 2 15 4 0
mitochondria 0 0 4 1 0 0 0 0 18 0
nucleolus 0 0 0 0 1 0 0 0 0 22


Similarity Matrix
actin dna endosome er golgia golgpp lysosome microtubules mitochondria nucleolus
actin 1.00 0.00 0.05 0.01 0.00 0.01 0.03 0.04 0.03 0.01
dna 0.00 1.00 0.01 0.11 0.00 0.00 0.01 0.01 0.02 0.00
endosome 0.01 0.01 1.00 0.14 0.01 0.09 0.40 0.15 0.25 0.00
er 0.00 0.07 0.06 1.00 0.00 0.01 0.03 0.06 0.10 0.00
golgia 0.00 0.00 0.01 0.00 1.00 0.30 0.01 0.00 0.03 0.00
golgpp 0.00 0.00 0.02 0.00 0.21 1.00 0.26 0.00 0.01 0.03
lysosome 0.00 0.02 0.15 0.04 0.01 0.09 1.00 0.03 0.03 0.01
microtubules 0.04 0.01 0.25 0.16 0.00 0.02 0.13 1.00 0.38 0.00
mitochondria 0.01 0.00 0.35 0.15 0.01 0.01 0.11 0.09 1.00 0.00
nucleolus 0.00 0.00 0.01 0.00 0.05 0.04 0.04 0.00 0.00 1.00




154 features selected (out of 1025 features computed).
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Individual image predictions




Split 4

Confusion Matrix
actin dna endosome er golgia golgpp lysosome microtubules mitochondria nucleolus
actin 22 0 0 0 0 0 0 1 0 0
dna 0 21 0 2 0 0 0 0 0 0
endosome 0 0 14 0 0 0 3 4 2 0
er 0 1 0 21 0 0 0 0 1 0
golgia 0 0 0 0 21 1 0 0 1 0
golgpp 0 0 0 0 4 18 1 0 0 0
lysosome 0 0 2 0 1 1 19 0 0 0
microtubules 0 0 4 3 0 0 0 14 2 0
mitochondria 0 0 1 2 0 0 0 0 20 0
nucleolus 0 0 0 0 1 0 2 0 0 20


Similarity Matrix
actin dna endosome er golgia golgpp lysosome microtubules mitochondria nucleolus
actin 1.00 0.00 0.05 0.01 0.00 0.00 0.02 0.08 0.05 0.00
dna 0.00 1.00 0.01 0.11 0.01 0.01 0.01 0.01 0.01 0.00
endosome 0.01 0.01 1.00 0.08 0.02 0.03 0.36 0.28 0.30 0.00
er 0.00 0.05 0.04 1.00 0.00 0.01 0.04 0.06 0.08 0.00
golgia 0.00 0.00 0.02 0.01 1.00 0.17 0.01 0.00 0.04 0.00
golgpp 0.00 0.00 0.02 0.00 0.26 1.00 0.10 0.00 0.01 0.01
lysosome 0.00 0.00 0.25 0.01 0.03 0.06 1.00 0.01 0.03 0.00
microtubules 0.05 0.02 0.34 0.22 0.01 0.02 0.17 1.00 0.32 0.00
mitochondria 0.00 0.00 0.23 0.15 0.04 0.01 0.08 0.16 1.00 0.00
nucleolus 0.00 0.00 0.03 0.00 0.06 0.03 0.10 0.01 0.02 1.00




154 features selected (out of 1025 features computed).
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Individual image predictions




Split 5

Confusion Matrix
actin dna endosome er golgia golgpp lysosome microtubules mitochondria nucleolus
actin 23 0 0 0 0 0 0 0 0 0
dna 0 22 0 1 0 0 0 0 0 0
endosome 0 0 17 2 0 0 3 1 0 0
er 0 1 0 21 0 0 0 1 0 0
golgia 0 0 0 0 23 0 0 0 0 0
golgpp 0 0 0 0 1 18 3 0 0 1
lysosome 0 0 2 0 0 0 21 0 0 0
microtubules 0 0 7 1 0 0 1 12 2 0
mitochondria 0 0 1 2 0 0 0 1 19 0
nucleolus 0 0 0 0 0 0 0 0 0 23


Similarity Matrix
actin dna endosome er golgia golgpp lysosome microtubules mitochondria nucleolus
actin 1.00 0.00 0.04 0.01 0.00 0.00 0.02 0.04 0.04 0.00
dna 0.00 1.00 0.01 0.09 0.00 0.00 0.01 0.01 0.01 0.00
endosome 0.02 0.01 1.00 0.14 0.01 0.02 0.38 0.20 0.32 0.00
er 0.00 0.05 0.02 1.00 0.00 0.00 0.04 0.07 0.06 0.00
golgia 0.00 0.00 0.01 0.00 1.00 0.12 0.00 0.00 0.01 0.00
golgpp 0.00 0.00 0.05 0.00 0.17 1.00 0.22 0.00 0.00 0.04
lysosome 0.00 0.00 0.23 0.01 0.01 0.05 1.00 0.01 0.02 0.01
microtubules 0.03 0.01 0.52 0.21 0.01 0.02 0.20 1.00 0.31 0.01
mitochondria 0.00 0.00 0.24 0.22 0.03 0.02 0.12 0.18 1.00 0.00
nucleolus 0.00 0.00 0.01 0.00 0.01 0.03 0.05 0.00 0.00 1.00




154 features selected (out of 1025 features computed).
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Individual image predictions