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Number of Images from Training and Testing (tiles per image=1)
198 212 216 360 361 405 406 total
Testing 22 22 22 22 22 22 22 154
Training 67 67 67 67 67 67 67 469

Results

Split 1 Accuracy: 0.95 of total
0.95 ± 0.0 Avg per Class Correct of total
Pearson correlation coefficient: 0.75
Full details
Split 2 Accuracy: 0.97 of total
0.97 ± 0.1 Avg per Class Correct of total
Pearson correlation coefficient: 0.71
Full details
Split 3 Accuracy: 0.99 of total
0.99 ± 0.0 Avg per Class Correct of total
Pearson correlation coefficient: 0.72
Full details
Split 4 Accuracy: 0.96 of total
0.96 ± 0.1 Avg per Class Correct of total
Pearson correlation coefficient: 0.69
Full details
Split 5 Accuracy: 0.94 of total
0.94 ± 0.0 Avg per Class Correct of total
Pearson correlation coefficient: 0.71
Full details
Total 0.96 Avg per Class Correct of total
Accuracy: 0.96 of total
Pearson correlation coefficient: 0.72






Confusion Matrix (sum of all splits)
198 212 216 360 361 405 406
198 106 0 2 0 2 0 0
212 3 105 1 0 1 0 0
216 4 0 104 0 2 0 0
360 2 1 0 107 0 0 0
361 4 0 1 0 105 0 0
405 0 0 1 0 0 109 0
406 1 2 0 0 0 2 105




Average Similarity Matrix
198 212 216 360 361 405 406
198 1.00 0.67 0.74 0.48 0.71 0.67 0.64
212 0.77 1.00 0.64 0.61 0.68 0.59 0.76
216 0.81 0.69 1.00 0.41 0.84 0.59 0.53
360 0.62 0.55 0.59 1.00 0.44 0.47 0.55
361 0.72 0.72 0.81 0.36 1.00 0.59 0.51
405 0.80 0.61 0.66 0.43 0.72 1.00 0.70
406 0.75 0.78 0.66 0.57 0.69 0.72 1.00






Split 1

Confusion Matrix
198 212 216 360 361 405 406
198 21 0 1 0 0 0 0
212 1 20 0 0 1 0 0
216 0 0 22 0 0 0 0
360 0 0 0 22 0 0 0
361 2 0 0 0 20 0 0
405 0 0 0 0 0 22 0
406 1 1 0 0 0 0 20


Similarity Matrix
198 212 216 360 361 405 406
198 1.00 0.64 0.77 0.51 0.70 0.67 0.62
212 0.77 1.00 0.66 0.67 0.69 0.58 0.74
216 0.83 0.66 1.00 0.45 0.84 0.60 0.54
360 0.58 0.55 0.59 1.00 0.44 0.47 0.55
361 0.73 0.61 0.81 0.37 1.00 0.57 0.51
405 0.79 0.61 0.65 0.46 0.68 1.00 0.70
406 0.76 0.81 0.67 0.62 0.70 0.70 1.00




395 features selected (out of 2633 features computed).
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Feature groups (sum of Fisher scores)


Individual image predictions




Split 2

Confusion Matrix
198 212 216 360 361 405 406
198 21 0 0 0 1 0 0
212 0 22 0 0 0 0 0
216 1 0 20 0 1 0 0
360 1 0 0 21 0 0 0
361 0 0 0 0 22 0 0
405 0 0 0 0 0 22 0
406 0 0 0 0 0 0 22


Similarity Matrix
198 212 216 360 361 405 406
198 1.00 0.71 0.74 0.52 0.71 0.66 0.65
212 0.76 1.00 0.62 0.66 0.67 0.59 0.76
216 0.80 0.68 1.00 0.44 0.84 0.59 0.53
360 0.63 0.55 0.59 1.00 0.44 0.47 0.51
361 0.68 0.70 0.80 0.37 1.00 0.56 0.50
405 0.79 0.61 0.66 0.44 0.72 1.00 0.70
406 0.74 0.77 0.67 0.60 0.71 0.72 1.00




395 features selected (out of 2633 features computed).
Toggle feature names


Feature groups (sum of Fisher scores)


Individual image predictions




Split 3

Confusion Matrix
198 212 216 360 361 405 406
198 22 0 0 0 0 0 0
212 0 22 0 0 0 0 0
216 1 0 21 0 0 0 0
360 0 0 0 22 0 0 0
361 1 0 0 0 21 0 0
405 0 0 0 0 0 22 0
406 0 0 0 0 0 0 22


Similarity Matrix
198 212 216 360 361 405 406
198 1.00 0.68 0.74 0.48 0.71 0.69 0.63
212 0.76 1.00 0.63 0.66 0.67 0.59 0.74
216 0.81 0.71 1.00 0.45 0.85 0.61 0.52
360 0.62 0.55 0.59 1.00 0.45 0.48 0.57
361 0.75 0.78 0.83 0.40 1.00 0.61 0.52
405 0.80 0.62 0.66 0.45 0.71 1.00 0.69
406 0.74 0.79 0.64 0.60 0.68 0.73 1.00




395 features selected (out of 2633 features computed).
Toggle feature names


Feature groups (sum of Fisher scores)


Individual image predictions




Split 4

Confusion Matrix
198 212 216 360 361 405 406
198 21 0 1 0 0 0 0
212 2 20 0 0 0 0 0
216 1 0 20 0 1 0 0
360 0 0 0 22 0 0 0
361 0 0 0 0 22 0 0
405 0 0 0 0 0 22 0
406 0 1 0 0 0 0 21


Similarity Matrix
198 212 216 360 361 405 406
198 1.00 0.64 0.74 0.51 0.72 0.69 0.66
212 0.79 1.00 0.66 0.68 0.70 0.62 0.78
216 0.82 0.71 1.00 0.43 0.87 0.61 0.53
360 0.61 0.55 0.59 1.00 0.44 0.48 0.56
361 0.72 0.79 0.79 0.39 1.00 0.61 0.52
405 0.77 0.59 0.65 0.44 0.70 1.00 0.69
406 0.74 0.80 0.65 0.58 0.69 0.72 1.00




395 features selected (out of 2633 features computed).
Toggle feature names


Feature groups (sum of Fisher scores)


Individual image predictions




Split 5

Confusion Matrix
198 212 216 360 361 405 406
198 21 0 0 0 1 0 0
212 0 21 1 0 0 0 0
216 1 0 21 0 0 0 0
360 1 1 0 20 0 0 0
361 1 0 1 0 20 0 0
405 0 0 1 0 0 21 0
406 0 0 0 0 0 2 20


Similarity Matrix
198 212 216 360 361 405 406
198 1.00 0.67 0.70 0.37 0.70 0.65 0.64
212 0.76 1.00 0.64 0.42 0.67 0.59 0.76
216 0.78 0.69 1.00 0.31 0.82 0.56 0.51
360 0.64 0.57 0.61 1.00 0.45 0.48 0.58
361 0.72 0.74 0.83 0.27 1.00 0.58 0.51
405 0.84 0.64 0.70 0.37 0.77 1.00 0.74
406 0.77 0.76 0.66 0.45 0.69 0.75 1.00




395 features selected (out of 2633 features computed).
Toggle feature names


Feature groups (sum of Fisher scores)


Individual image predictions