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Number of Images from Training and Testing
3gene01 3gene09 3gene13 3gene20 3gene03 3gene08 3gene11 3gene17 3gene04 3gene18 total
Testing 5 5 5 5 5 5 5 5 5 5 50
Training 15 15 15 15 15 15 15 15 15 15 150

Results

Split 1 0.86 ± 0.3 Avg per Class Correct of total
Accuracy: 0.86 of total
Full details
Split 2 0.78 ± 0.2 Avg per Class Correct of total
Accuracy: 0.78 of total
Full details
Split 3 0.86 ± 0.5 Avg per Class Correct of total
Accuracy: 0.86 of total
Full details
Split 4 0.74 ± 0.5 Avg per Class Correct of total
Accuracy: 0.74 of total
Full details
Total 0.81 Avg per Class Correct of total
Accuracy: 0.81 of total






Average Confusion Matrix
3gene01 3gene09 3gene13 3gene20 3gene03 3gene08 3gene11 3gene17 3gene04 3gene18
3gene01 4.25 0 0 0.25 0 0 0 0.50 0 0
3gene09 0 5 0 0 0 0 0 0 0 0
3gene13 0 0.25 4.75 0 0 0 0 0 0 0
3gene20 0 0 0 3.75 0.25 0.25 0.25 0.25 0 0.25
3gene03 0 0 0 0 3.50 0 0.25 0 1 0.25
3gene08 0 0 0 0 0 4.50 0 0 0.50 0
3gene11 0 0 0 0 0 0 4.25 0 0.75 0
3gene17 0.25 0 0 0 0 0 0 4.75 0 0
3gene04 0 0 0 0 0 0.50 1 0 3.50 0
3gene18 0.25 0.25 0 0.75 0.25 0 0.75 0.25 0.25 2.25




Average Similarity Matrix
3gene01 3gene09 3gene13 3gene20 3gene03 3gene08 3gene11 3gene17 3gene04 3gene18
3gene01 1.00 0.89 0.80 0.88 0.84 0.67 0.78 0.92 0.80 0.88
3gene09 0.91 1.00 0.85 0.84 0.81 0.66 0.83 0.85 0.81 0.87
3gene13 0.71 0.75 1.00 0.57 0.49 0.47 0.52 0.53 0.52 0.70
3gene20 0.86 0.82 0.83 1.00 0.70 0.76 0.69 0.80 0.73 0.81
3gene03 0.89 0.87 0.77 0.91 1.00 0.83 0.97 0.92 0.94 0.96
3gene08 0.76 0.78 0.85 0.90 0.88 1.00 0.94 0.78 0.96 0.92
3gene11 0.80 0.85 0.76 0.87 0.93 0.85 1.00 0.82 0.95 0.91
3gene17 0.91 0.81 0.72 0.84 0.80 0.63 0.75 1.00 0.78 0.83
3gene04 0.85 0.86 0.85 0.92 0.94 0.92 0.98 0.85 1.00 0.96
3gene18 0.92 0.93 0.89 0.94 0.93 0.87 0.94 0.89 0.95 1.00





Split 1

Confusion Matrix
3gene01 3gene09 3gene13 3gene20 3gene03 3gene08 3gene11 3gene17 3gene04 3gene18
3gene01 5 0 0 0 0 0 0 0 0 0
3gene09 0 5 0 0 0 0 0 0 0 0
3gene13 0 0 5 0 0 0 0 0 0 0
3gene20 0 0 0 4 1 0 0 0 0 0
3gene03 0 0 0 0 3 0 0 0 2 0
3gene08 0 0 0 0 0 4 0 0 1 0
3gene11 0 0 0 0 0 0 5 0 0 0
3gene17 0 0 0 0 0 0 0 5 0 0
3gene04 0 0 0 0 0 0 1 0 4 0
3gene18 0 0 0 0 0 0 1 0 1 3


Similarity Matrix
3gene01 3gene09 3gene13 3gene20 3gene03 3gene08 3gene11 3gene17 3gene04 3gene18
3gene01 1.00 0.90 0.80 0.85 0.86 0.65 0.80 0.91 0.81 0.90
3gene09 0.90 1.00 0.85 0.88 0.84 0.69 0.88 0.86 0.84 0.89
3gene13 0.72 0.76 1.00 0.53 0.47 0.46 0.50 0.51 0.51 0.70
3gene20 0.83 0.77 0.79 1.00 0.69 0.70 0.68 0.76 0.69 0.77
3gene03 0.91 0.86 0.80 0.92 1.00 0.84 0.98 0.93 0.98 0.96
3gene08 0.76 0.77 0.82 0.88 0.84 1.00 0.92 0.76 0.95 0.89
3gene11 0.80 0.83 0.76 0.85 0.92 0.84 1.00 0.81 0.95 0.90
3gene17 0.91 0.80 0.72 0.83 0.76 0.63 0.75 1.00 0.77 0.83
3gene04 0.87 0.84 0.84 0.90 0.94 0.91 0.97 0.85 1.00 0.95
3gene18 0.91 0.89 0.88 0.91 0.92 0.85 0.92 0.85 0.94 1.00


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


Individual image predictions



Split 2

Confusion Matrix
3gene01 3gene09 3gene13 3gene20 3gene03 3gene08 3gene11 3gene17 3gene04 3gene18
3gene01 4 0 0 1 0 0 0 0 0 0
3gene09 0 5 0 0 0 0 0 0 0 0
3gene13 0 1 4 0 0 0 0 0 0 0
3gene20 0 0 0 3 0 0 0 1 0 1
3gene03 0 0 0 0 4 0 0 0 1 0
3gene08 0 0 0 0 0 4 0 0 1 0
3gene11 0 0 0 0 0 0 4 0 1 0
3gene17 0 0 0 0 0 0 0 5 0 0
3gene04 0 0 0 0 0 1 1 0 3 0
3gene18 0 1 0 0 1 0 0 0 0 3


Similarity Matrix
3gene01 3gene09 3gene13 3gene20 3gene03 3gene08 3gene11 3gene17 3gene04 3gene18
3gene01 1.00 0.93 0.80 0.90 0.84 0.70 0.76 0.94 0.82 0.89
3gene09 0.91 1.00 0.85 0.82 0.82 0.63 0.83 0.89 0.81 0.84
3gene13 0.74 0.77 1.00 0.66 0.55 0.53 0.58 0.60 0.57 0.71
3gene20 0.89 0.90 0.87 1.00 0.82 0.83 0.81 0.87 0.86 0.89
3gene03 0.89 0.86 0.76 0.90 1.00 0.84 0.97 0.90 0.92 0.94
3gene08 0.71 0.75 0.83 0.89 0.87 1.00 0.94 0.78 0.96 0.93
3gene11 0.81 0.87 0.76 0.87 0.94 0.83 1.00 0.86 0.95 0.91
3gene17 0.91 0.82 0.71 0.83 0.86 0.62 0.75 1.00 0.81 0.82
3gene04 0.84 0.85 0.83 0.92 0.94 0.92 0.99 0.85 1.00 0.95
3gene18 0.94 0.98 0.88 0.90 0.93 0.80 0.90 0.89 0.92 1.00


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


Individual image predictions



Split 3

Confusion Matrix
3gene01 3gene09 3gene13 3gene20 3gene03 3gene08 3gene11 3gene17 3gene04 3gene18
3gene01 4 0 0 0 0 0 0 1 0 0
3gene09 0 5 0 0 0 0 0 0 0 0
3gene13 0 0 5 0 0 0 0 0 0 0
3gene20 0 0 0 5 0 0 0 0 0 0
3gene03 0 0 0 0 5 0 0 0 0 0
3gene08 0 0 0 0 0 5 0 0 0 0
3gene11 0 0 0 0 0 0 4 0 1 0
3gene17 0 0 0 0 0 0 0 5 0 0
3gene04 0 0 0 0 0 0 2 0 3 0
3gene18 0 0 0 1 0 0 1 1 0 2


Similarity Matrix
3gene01 3gene09 3gene13 3gene20 3gene03 3gene08 3gene11 3gene17 3gene04 3gene18
3gene01 1.00 0.87 0.82 0.90 0.83 0.66 0.78 0.91 0.77 0.86
3gene09 0.93 1.00 0.87 0.80 0.75 0.67 0.77 0.79 0.76 0.90
3gene13 0.72 0.76 1.00 0.55 0.49 0.46 0.51 0.52 0.50 0.74
3gene20 0.87 0.80 0.79 1.00 0.69 0.76 0.63 0.76 0.65 0.73
3gene03 0.88 0.86 0.74 0.89 1.00 0.79 0.96 0.92 0.91 0.94
3gene08 0.78 0.79 0.86 0.92 0.91 1.00 0.94 0.81 0.95 0.92
3gene11 0.79 0.84 0.75 0.87 0.92 0.84 1.00 0.82 0.95 0.91
3gene17 0.89 0.80 0.71 0.83 0.80 0.65 0.74 1.00 0.74 0.81
3gene04 0.89 0.91 0.88 0.95 0.96 0.92 1.01 0.89 1.00 0.98
3gene18 0.92 0.91 0.88 0.96 0.97 0.93 0.97 0.91 0.97 1.00


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


Individual image predictions



Split 4

Confusion Matrix
3gene01 3gene09 3gene13 3gene20 3gene03 3gene08 3gene11 3gene17 3gene04 3gene18
3gene01 4 0 0 0 0 0 0 1 0 0
3gene09 0 5 0 0 0 0 0 0 0 0
3gene13 0 0 5 0 0 0 0 0 0 0
3gene20 0 0 0 3 0 1 1 0 0 0
3gene03 0 0 0 0 2 0 1 0 1 1
3gene08 0 0 0 0 0 5 0 0 0 0
3gene11 0 0 0 0 0 0 4 0 1 0
3gene17 1 0 0 0 0 0 0 4 0 0
3gene04 0 0 0 0 0 1 0 0 4 0
3gene18 1 0 0 2 0 0 1 0 0 1


Similarity Matrix
3gene01 3gene09 3gene13 3gene20 3gene03 3gene08 3gene11 3gene17 3gene04 3gene18
3gene01 1.00 0.87 0.79 0.89 0.84 0.66 0.78 0.93 0.80 0.87
3gene09 0.90 1.00 0.84 0.85 0.81 0.66 0.86 0.87 0.83 0.87
3gene13 0.67 0.71 1.00 0.53 0.45 0.43 0.47 0.50 0.49 0.67
3gene20 0.85 0.81 0.85 1.00 0.61 0.78 0.63 0.82 0.70 0.85
3gene03 0.90 0.88 0.78 0.93 1.00 0.84 0.98 0.92 0.94 0.98
3gene08 0.80 0.81 0.89 0.91 0.91 1.00 0.95 0.77 0.97 0.95
3gene11 0.78 0.84 0.79 0.88 0.93 0.87 1.00 0.79 0.97 0.93
3gene17 0.94 0.83 0.75 0.86 0.81 0.63 0.78 1.00 0.80 0.84
3gene04 0.82 0.83 0.84 0.90 0.93 0.91 0.97 0.80 1.00 0.95
3gene18 0.92 0.93 0.92 0.98 0.92 0.91 0.96 0.89 0.98 1.00


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


Individual image predictions