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AbdelmajidB/results_test_59_images

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results_test_59_images
21:05:24.437 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/1.png
21:05:24.557 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9990
Precision: 0,9318
Recall: 1,0000
F1 Score: 0,9647
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
9084 9 | 0 = 0
0 123 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:24.557 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/10.png
21:05:24.607 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9966
Precision: 0,9770
Recall: 0,9784
F1 Score: 0,9777
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8505 16 | 0 = 0
15 680 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:24.617 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/11.png
21:05:24.657 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9972
Precision: 0,9691
Recall: 0,9942
F1 Score: 0,9815
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8500 22 | 0 = 0
4 690 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:24.657 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/12.png
21:05:24.710 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9963
Precision: 0,9587
Recall: 0,9943
F1 Score: 0,9762
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8486 30 | 0 = 0
4 696 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:24.710 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/13.png
21:05:24.753 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9974
Precision: 0,9659
Recall: 1,0000
F1 Score: 0,9827
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8512 24 | 0 = 0
0 680 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:24.754 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/14.png
21:05:24.797 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9971
Precision: 0,9699
Recall: 0,9892
F1 Score: 0,9795
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8545 20 | 0 = 0
7 644 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:24.798 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/15.png
21:05:24.841 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9975
Precision: 0,9720
Recall: 0,9940
F1 Score: 0,9828
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8534 19 | 0 = 0
4 659 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:24.841 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/16.png
21:05:24.880 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9954
Precision: 0,9510
Recall: 0,9861
F1 Score: 0,9682
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8534 33 | 0 = 0
9 640 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:24.880 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/17.png
21:05:24.922 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9942
Precision: 0,9354
Recall: 0,9802
F1 Score: 0,9573
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8569 41 | 0 = 0
12 594 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:24.922 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/18.png
21:05:24.967 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9958
Precision: 0,9836
Recall: 0,9392
F1 Score: 0,9609
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8698 8 | 0 = 0
31 479 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:24.967 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/19.png
21:05:25.013 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9958
Precision: 0,9573
Recall: 0,9552
F1 Score: 0,9562
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8751 19 | 0 = 0
20 426 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.013 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/2.png
21:05:25.057 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9990
Precision: 0,9670
Recall: 1,0000
F1 Score: 0,9832
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8943 9 | 0 = 0
0 264 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.057 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/20.png
21:05:25.098 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9987
Precision: 0,9717
Recall: 0,9942
F1 Score: 0,9828
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8861 10 | 0 = 0
2 343 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.098 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/21.png
21:05:25.138 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9996
Precision: 0,9860
Recall: 0,9953
F1 Score: 0,9906
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
9001 3 | 0 = 0
1 211 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.138 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/22.png
21:05:25.177 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9995
Precision: 0,9695
Recall: 1,0000
F1 Score: 0,9845
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
9052 5 | 0 = 0
0 159 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.177 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/23.png
21:05:25.217 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9995
Precision: 0,9545
Recall: 1,0000
F1 Score: 0,9767
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
9106 5 | 0 = 0
0 105 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.217 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/24.png
21:05:25.258 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9991
Precision: 0,8769
Recall: 1,0000
F1 Score: 0,9344
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
9151 8 | 0 = 0
0 57 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.258 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/25.png
21:05:25.297 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 1,0000
Precision: 1,0000
Recall: 1,0000
F1 Score: 1,0000
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
9198 0 | 0 = 0
0 18 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.298 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/26.png
21:05:25.343 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9950
Precision: 0,9471
Recall: 0,8326
F1 Score: 0,8861
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8991 10 | 0 = 0
36 179 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.343 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/27.png
21:05:25.385 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9939
Precision: 0,9352
Recall: 0,8279
F1 Score: 0,8783
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8958 14 | 0 = 0
42 202 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.386 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/28.png
21:05:25.426 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9889
Precision: 0,9455
Recall: 0,7341
F1 Score: 0,8265
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8871 14 | 0 = 0
88 243 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.426 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/29.png
21:05:25.464 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9873
Precision: 0,9094
Recall: 0,7318
F1 Score: 0,8110
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8848 25 | 0 = 0
92 251 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.464 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/3.png
21:05:25.500 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9992
Precision: 0,9857
Recall: 1,0000
F1 Score: 0,9928
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8726 7 | 0 = 0
0 483 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.500 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/30.png
21:05:25.538 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9898
Precision: 0,9485
Recall: 0,8235
F1 Score: 0,8816
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8772 19 | 0 = 0
75 350 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.538 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/31.png
21:05:25.576 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9902
Precision: 0,9391
Recall: 0,8244
F1 Score: 0,8780
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8802 21 | 0 = 0
69 324 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.576 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/32.png
21:05:25.615 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9845
Precision: 0,8467
Recall: 0,8043
F1 Score: 0,8250
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8736 61 | 0 = 0
82 337 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.615 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/33.png
21:05:25.654 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9816
Precision: 0,8369
Recall: 0,7738
F1 Score: 0,8041
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8697 68 | 0 = 0
102 349 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.654 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/34.png
21:05:25.684 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9780
Precision: 0,8047
Recall: 0,8000
F1 Score: 0,8023
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8601 100 | 0 = 0
103 412 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.684 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/35.png
21:05:25.724 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9809
Precision: 0,8282
Recall: 0,8149
F1 Score: 0,8215
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8635 84 | 0 = 0
92 405 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.724 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/36.png
21:05:25.764 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9763
Precision: 0,7895
Recall: 0,7864
F1 Score: 0,7879
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8593 108 | 0 = 0
110 405 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.764 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/37.png
21:05:25.804 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9734
Precision: 0,7917
Recall: 0,7707
F1 Score: 0,7811
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8534 115 | 0 = 0
130 437 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.804 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/38.png
21:05:25.844 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9725
Precision: 0,7873
Recall: 0,7610
F1 Score: 0,7739
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8530 117 | 0 = 0
136 433 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.844 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/39.png
21:05:25.874 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9715
Precision: 0,7927
Recall: 0,7625
F1 Score: 0,7773
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8494 120 | 0 = 0
143 459 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.874 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/4.png
21:05:25.914 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9997
Precision: 0,9981
Recall: 0,9962
F1 Score: 0,9971
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8692 1 | 0 = 0
2 521 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.914 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/40.png
21:05:25.954 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9703
Precision: 0,7711
Recall: 0,7737
F1 Score: 0,7724
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8477 138 | 0 = 0
136 465 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.954 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/41.png
21:05:25.994 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9672
Precision: 0,7876
Recall: 0,7291
F1 Score: 0,7572
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8443 127 | 0 = 0
175 471 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:25.994 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/42.png
21:05:26.034 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9689
Precision: 0,8191
Recall: 0,7378
F1 Score: 0,7763
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8431 110 | 0 = 0
177 498 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.034 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/43.png
21:05:26.074 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9743
Precision: 0,8882
Recall: 0,7830
F1 Score: 0,8323
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8391 74 | 0 = 0
163 588 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.074 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/44.png
21:05:26.114 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9767
Precision: 0,9158
Recall: 0,8045
F1 Score: 0,8566
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8359 59 | 0 = 0
156 642 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.114 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/45.png
21:05:26.144 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9770
Precision: 0,9226
Recall: 0,8030
F1 Score: 0,8587
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8360 54 | 0 = 0
158 644 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.144 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/46.png
21:05:26.184 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9797
Precision: 0,9420
Recall: 0,8156
F1 Score: 0,8742
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8379 40 | 0 = 0
147 650 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.184 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/47.png
21:05:26.224 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9795
Precision: 0,9323
Recall: 0,8069
F1 Score: 0,8651
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8421 44 | 0 = 0
145 606 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.224 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/48.png
21:05:26.264 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9807
Precision: 0,9375
Recall: 0,8080
F1 Score: 0,8680
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8453 39 | 0 = 0
139 585 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.264 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/49.png
21:05:26.314 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9799
Precision: 0,9123
Recall: 0,8027
F1 Score: 0,8540
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8490 52 | 0 = 0
133 541 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.314 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/5.png
21:05:26.354 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9945
Precision: 0,9424
Recall: 0,9728
F1 Score: 0,9574
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8592 35 | 0 = 0
16 573 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.354 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/50.png
21:05:26.384 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9772
Precision: 0,8917
Recall: 0,7711
F1 Score: 0,8270
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8504 61 | 0 = 0
149 502 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.384 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/51.png
21:05:26.424 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9768
Precision: 0,8851
Recall: 0,7667
F1 Score: 0,8217
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8509 64 | 0 = 0
150 493 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.424 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/52.png
21:05:26.464 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9768
Precision: 0,8789
Recall: 0,7640
F1 Score: 0,8174
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8523 66 | 0 = 0
148 479 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.464 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/53.png
21:05:26.505 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9782
Precision: 0,8465
Recall: 0,7295
F1 Score: 0,7836
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8651 66 | 0 = 0
135 364 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.505 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/54.png
21:05:26.535 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9831
Precision: 0,7681
Recall: 0,6801
F1 Score: 0,7214
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8858 61 | 0 = 0
95 202 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.535 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/55.png
21:05:26.575 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9869
Precision: 0,7500
Recall: 0,6933
F1 Score: 0,7206
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8939 52 | 0 = 0
69 156 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.575 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/56.png
21:05:26.615 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9883
Precision: 0,7303
Recall: 0,6842
F1 Score: 0,7065
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8978 48 | 0 = 0
60 130 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.615 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/57.png
21:05:26.655 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9915
Precision: 0,7381
Recall: 0,6739
F1 Score: 0,7045
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
9045 33 | 0 = 0
45 93 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.655 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/58.png
21:05:26.695 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9914
Precision: 0,6860
Recall: 0,6694
F1 Score: 0,6776
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
9054 38 | 0 = 0
41 83 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.696 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/59.png
21:05:26.734 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9975
Precision: 0,7692
Recall: 0,8621
F1 Score: 0,8130
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
9143 15 | 0 = 0
8 50 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.735 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/6.png
21:05:26.772 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9948
Precision: 0,9540
Recall: 0,9639
F1 Score: 0,9589
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8608 27 | 0 = 0
21 560 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.772 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/7.png
21:05:26.814 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9974
Precision: 0,9773
Recall: 0,9837
F1 Score: 0,9805
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8590 14 | 0 = 0
10 602 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.814 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/8.png
21:05:26.855 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9960
Precision: 0,9667
Recall: 0,9770
F1 Score: 0,9718
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8541 22 | 0 = 0
15 638 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.855 [main] INFO ma.enset.brain_tumor_segmentation.MyPathLabelGenerator - C:/Users/bismi/Documents/dl4j/brain-tumor-segmentation/src/main/resources/testI/rois/9.png
21:05:26.893 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 -
========================Evaluation Metrics========================
# of classes: 2
Accuracy: 0,9965
Precision: 0,9701
Recall: 0,9818
F1 Score: 0,9759
Precision, recall & F1: reported for positive class (class 1 - "1") only
=========================Confusion Matrix=========================
0 1
-----------
8536 20 | 0 = 0
12 648 | 1 = 1
Confusion matrix format: Actual (rowClass) predicted as (columnClass) N times
==================================================================
21:05:26.893 [main] INFO ma.enset.brain_tumor_segmentation.SemanticSegmentationLoad2 - ****************Execution finished********************
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