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Number of Images from Training and Testing (tiles per image=1)
giantin hoechst lamp2 nop4 tubulin total
Testing 13 13 13 13 13 65
Training 20 20 20 20 20 100

Results

Split 1 Accuracy: 0.91 of total
0.91 ± 0.2 Avg per Class Correct of total
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Split 2 Accuracy: 0.95 of total
0.95 ± 0.2 Avg per Class Correct of total
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Split 3 Accuracy: 0.97 of total
0.97 ± 0.1 Avg per Class Correct of total
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Split 4 Accuracy: 0.97 of total
0.97 ± 0.0 Avg per Class Correct of total
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Split 5 Accuracy: 0.92 of total
0.92 ± 0.1 Avg per Class Correct of total
Full details
Split 6 Accuracy: 0.97 of total
0.97 ± 0.1 Avg per Class Correct of total
Full details
Split 7 Accuracy: 0.94 of total
0.94 ± 0.2 Avg per Class Correct of total
Full details
Split 8 Accuracy: 0.98 of total
0.98 ± 0.1 Avg per Class Correct of total
Full details
Split 9 Accuracy: 0.97 of total
0.97 ± 0.1 Avg per Class Correct of total
Full details
Split 10 Accuracy: 0.98 of total
0.98 ± 0.1 Avg per Class Correct of total
Full details
Total 0.96 Avg per Class Correct of total
Accuracy: 0.96 of total






Confusion Matrix (sum of all splits)
giantin hoechst lamp2 nop4 tubulin
giantin 125 0 0 5 0
hoechst 0 130 0 0 0
lamp2 0 0 129 1 0
nop4 0 0 0 130 0
tubulin 0 0 0 22 108




Average Similarity Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 1.00 0.29 0.00 0.74 0.61
hoechst 0.55 1.00 0.00 0.43 0.46
lamp2 0.00 0.00 1.00 0.00 0.00
nop4 0.50 0.17 0.00 1.00 0.59
tubulin 0.58 0.26 0.00 0.78 1.00






Split 1

Confusion Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 11 0 0 2 0
hoechst 0 13 0 0 0
lamp2 0 0 13 0 0
nop4 0 0 0 13 0
tubulin 0 0 0 4 9


Similarity Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 1.00 0.31 0.00 0.79 0.64
hoechst 0.59 1.00 0.00 0.47 0.52
lamp2 0.00 0.00 1.00 0.00 0.00
nop4 0.44 0.16 0.00 1.00 0.56
tubulin 0.56 0.26 0.00 0.84 1.00




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




Split 2

Confusion Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 13 0 0 0 0
hoechst 0 13 0 0 0
lamp2 0 0 13 0 0
nop4 0 0 0 13 0
tubulin 0 0 0 3 10


Similarity Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 1.00 0.30 0.00 0.72 0.61
hoechst 0.54 1.00 0.00 0.42 0.47
lamp2 0.00 0.00 1.00 0.00 0.00
nop4 0.52 0.20 0.00 1.00 0.66
tubulin 0.62 0.31 0.00 0.74 1.00




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




Split 3

Confusion Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 13 0 0 0 0
hoechst 0 13 0 0 0
lamp2 0 0 13 0 0
nop4 0 0 0 13 0
tubulin 0 0 0 2 11


Similarity Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 1.00 0.27 0.00 0.71 0.59
hoechst 0.54 1.00 0.00 0.41 0.45
lamp2 0.00 0.00 1.00 0.00 0.00
nop4 0.49 0.15 0.00 1.00 0.58
tubulin 0.58 0.23 0.00 0.80 1.00




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




Split 4

Confusion Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 12 0 0 1 0
hoechst 0 13 0 0 0
lamp2 0 0 13 0 0
nop4 0 0 0 13 0
tubulin 0 0 0 1 12


Similarity Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 1.00 0.31 0.00 0.76 0.64
hoechst 0.56 1.00 0.00 0.44 0.48
lamp2 0.00 0.00 1.00 0.00 0.00
nop4 0.48 0.16 0.00 1.00 0.57
tubulin 0.58 0.24 0.00 0.75 1.00




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




Split 5

Confusion Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 11 0 0 2 0
hoechst 0 13 0 0 0
lamp2 0 0 12 1 0
nop4 0 0 0 13 0
tubulin 0 0 0 2 11


Similarity Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 1.00 0.21 0.00 0.78 0.62
hoechst 0.58 1.00 0.00 0.45 0.49
lamp2 0.02 0.01 1.00 0.03 0.02
nop4 0.47 0.14 0.00 1.00 0.61
tubulin 0.56 0.21 0.00 0.77 1.00




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




Split 6

Confusion Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 13 0 0 0 0
hoechst 0 13 0 0 0
lamp2 0 0 13 0 0
nop4 0 0 0 13 0
tubulin 0 0 0 2 11


Similarity Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 1.00 0.29 0.00 0.67 0.56
hoechst 0.57 1.00 0.00 0.44 0.48
lamp2 0.00 0.00 1.00 0.00 0.00
nop4 0.53 0.18 0.00 1.00 0.62
tubulin 0.55 0.25 0.00 0.75 1.00




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




Split 7

Confusion Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 13 0 0 0 0
hoechst 0 13 0 0 0
lamp2 0 0 13 0 0
nop4 0 0 0 13 0
tubulin 0 0 0 4 9


Similarity Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 1.00 0.28 0.00 0.67 0.56
hoechst 0.52 1.00 0.00 0.42 0.44
lamp2 0.00 0.00 1.00 0.00 0.00
nop4 0.47 0.15 0.00 1.00 0.55
tubulin 0.67 0.31 0.00 0.88 1.00




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




Split 8

Confusion Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 13 0 0 0 0
hoechst 0 13 0 0 0
lamp2 0 0 13 0 0
nop4 0 0 0 13 0
tubulin 0 0 0 1 12


Similarity Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 1.00 0.25 0.00 0.73 0.63
hoechst 0.54 1.00 0.00 0.40 0.44
lamp2 0.00 0.00 1.00 0.00 0.00
nop4 0.52 0.17 0.00 1.00 0.66
tubulin 0.58 0.24 0.00 0.74 1.00




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




Split 9

Confusion Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 13 0 0 0 0
hoechst 0 13 0 0 0
lamp2 0 0 13 0 0
nop4 0 0 0 13 0
tubulin 0 0 0 2 11


Similarity Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 1.00 0.36 0.00 0.86 0.70
hoechst 0.50 1.00 0.00 0.40 0.43
lamp2 0.00 0.00 1.00 0.00 0.00
nop4 0.47 0.15 0.00 1.00 0.52
tubulin 0.57 0.27 0.00 0.79 1.00




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




Split 10

Confusion Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 13 0 0 0 0
hoechst 0 13 0 0 0
lamp2 0 0 13 0 0
nop4 0 0 0 13 0
tubulin 0 0 0 1 12


Similarity Matrix
giantin hoechst lamp2 nop4 tubulin
giantin 1.00 0.32 0.00 0.71 0.60
hoechst 0.55 1.00 0.00 0.41 0.45
lamp2 0.00 0.00 1.00 0.00 0.00
nop4 0.57 0.20 0.00 1.00 0.61
tubulin 0.54 0.25 0.00 0.78 1.00




154 features selected (out of 1025 features computed).
Toggle feature names


Individual image predictions