Add files using upload-large-folder tool
Browse files- classification/checkpoints/fold1/best_model.pth +3 -0
- classification/checkpoints/fold1/final_model.pth +3 -0
- classification/checkpoints/fold2/best_model.pth +3 -0
- classification/checkpoints/fold2/final_model.pth +3 -0
- classification/checkpoints/fold3/best_model.pth +3 -0
- classification/checkpoints/fold3/final_model.pth +3 -0
- classification/checkpoints/fold4/best_model.pth +3 -0
- classification/checkpoints/fold4/final_model.pth +3 -0
- classification/checkpoints/fold5/best_model.pth +3 -0
- classification/checkpoints/fold5/final_model.pth +3 -0
- classification_with_text/checkpoints/checkpoints.zip +3 -0
- intuition1_classification_finetuning/checkpoints/fold1/best_model.pth +3 -0
- intuition1_classification_finetuning/checkpoints/fold1/final_model.pth +3 -0
- intuition1_classification_finetuning/checkpoints/fold2/best_model.pth +3 -0
- intuition1_classification_finetuning/checkpoints/fold2/final_model.pth +3 -0
- intuition1_classification_finetuning/checkpoints/fold3/best_model.pth +3 -0
- intuition1_classification_finetuning/checkpoints/fold3/final_model.pth +3 -0
- intuition1_classification_finetuning/checkpoints/fold4/final_model.pth +3 -0
- intuition1_classification_finetuning/checkpoints/fold5/base_best_test_metrics.csv +7 -0
- intuition1_classification_finetuning/checkpoints/fold5/base_final_test_metrics.csv +7 -0
- intuition1_classification_finetuning/checkpoints/fold5/best_model.pth +3 -0
- intuition1_classification_finetuning/checkpoints/fold5/final_model.pth +3 -0
- intuition1_classification_finetuning/checkpoints/fold5/train_val_losses_metrics.csv +101 -0
- intuition1_classification_finetuning/checkpoints/save_toarefl_I1.rar +3 -0
- sentinel2_classification_finetuning/checkpoints/fold1/base_best_test_metrics.csv +10 -0
- sentinel2_classification_finetuning/checkpoints/fold1/base_final_test_metrics.csv +10 -0
- sentinel2_classification_finetuning/checkpoints/fold1/best_model.pth +3 -0
- sentinel2_classification_finetuning/checkpoints/fold1/final_model.pth +3 -0
- sentinel2_classification_finetuning/checkpoints/fold1/train_val_losses_metrics.csv +101 -0
- sentinel2_classification_finetuning/checkpoints/fold2/base_best_test_metrics.csv +9 -0
- sentinel2_classification_finetuning/checkpoints/fold2/base_final_test_metrics.csv +9 -0
- sentinel2_classification_finetuning/checkpoints/fold2/best_model.pth +3 -0
- sentinel2_classification_finetuning/checkpoints/fold2/final_model.pth +3 -0
- sentinel2_classification_finetuning/checkpoints/fold2/train_val_losses_metrics.csv +101 -0
- sentinel2_classification_finetuning/checkpoints/fold3/base_best_test_metrics.csv +11 -0
- sentinel2_classification_finetuning/checkpoints/fold3/base_final_test_metrics.csv +11 -0
- sentinel2_classification_finetuning/checkpoints/fold3/best_model.pth +3 -0
- sentinel2_classification_finetuning/checkpoints/fold3/final_model.pth +3 -0
- sentinel2_classification_finetuning/checkpoints/fold3/train_val_losses_metrics.csv +101 -0
- sentinel2_classification_finetuning/checkpoints/fold4/base_best_test_metrics.csv +10 -0
- sentinel2_classification_finetuning/checkpoints/fold4/base_final_test_metrics.csv +10 -0
- sentinel2_classification_finetuning/checkpoints/fold4/best_model.pth +3 -0
- sentinel2_classification_finetuning/checkpoints/fold4/final_model.pth +3 -0
- sentinel2_classification_finetuning/checkpoints/fold4/train_val_losses_metrics.csv +101 -0
- sentinel2_classification_finetuning/checkpoints/fold5/base_best_test_metrics.csv +9 -0
- sentinel2_classification_finetuning/checkpoints/fold5/base_final_test_metrics.csv +9 -0
- sentinel2_classification_finetuning/checkpoints/fold5/best_model.pth +3 -0
- sentinel2_classification_finetuning/checkpoints/fold5/final_model.pth +3 -0
- sentinel2_classification_finetuning/checkpoints/fold5/train_val_losses_metrics.csv +101 -0
- sentinel2_classification_finetuning/checkpoints/save_toarefl_S2.rar +3 -0
classification/checkpoints/fold1/best_model.pth
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classification/checkpoints/fold1/final_model.pth
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classification/checkpoints/fold2/best_model.pth
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classification/checkpoints/fold2/final_model.pth
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classification/checkpoints/fold3/best_model.pth
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classification/checkpoints/fold3/final_model.pth
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classification/checkpoints/fold4/best_model.pth
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classification/checkpoints/fold4/final_model.pth
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classification/checkpoints/fold5/best_model.pth
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classification/checkpoints/fold5/final_model.pth
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classification_with_text/checkpoints/checkpoints.zip
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intuition1_classification_finetuning/checkpoints/fold1/best_model.pth
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intuition1_classification_finetuning/checkpoints/fold1/final_model.pth
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intuition1_classification_finetuning/checkpoints/fold2/best_model.pth
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intuition1_classification_finetuning/checkpoints/fold3/best_model.pth
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intuition1_classification_finetuning/checkpoints/fold3/final_model.pth
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intuition1_classification_finetuning/checkpoints/fold4/final_model.pth
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intuition1_classification_finetuning/checkpoints/fold5/base_best_test_metrics.csv
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Accuracy,Specificity,Sensitivity,F1 Score,MCC,TP,TN,FP,FN
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0.25,0.25,0.0,0.0,0.0,0,1,3,0
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intuition1_classification_finetuning/checkpoints/fold5/base_final_test_metrics.csv
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Accuracy,Specificity,Sensitivity,F1 Score,MCC,TP,TN,FP,FN
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0.25,0.25,0.0,0.0,0.0,0,1,3,0
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0.75,0,0.75,0.8571428571428571,0.0,3,0,0,1
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intuition1_classification_finetuning/checkpoints/fold5/best_model.pth
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intuition1_classification_finetuning/checkpoints/fold5/final_model.pth
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intuition1_classification_finetuning/checkpoints/fold5/train_val_losses_metrics.csv
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| 1 |
+
Epoch,Train Loss,Validation Loss,Train Accuracy,Train Specificity,Train Sensitivity,Train F1,Train MCC,Train TP,Train TN,Train FP,Train FN,Val Accuracy,Val Specificity,Val Sensitivity,Val F1,Val MCC,Val TP,Val TN,Val FP,Val FN
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ADDED
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ADDED
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ADDED
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| 1 |
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Epoch,Train Loss,Validation Loss,Train Accuracy,Train Specificity,Train Sensitivity,Train F1,Train MCC,Train TP,Train TN,Train FP,Train FN,Val Accuracy,Val Specificity,Val Sensitivity,Val F1,Val MCC,Val TP,Val TN,Val FP,Val FN
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sentinel2_classification_finetuning/checkpoints/fold2/base_best_test_metrics.csv
ADDED
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@@ -0,0 +1,9 @@
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| 1 |
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Accuracy,Specificity,Sensitivity,F1 Score,MCC,TP,TN,FP,FN
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| 2 |
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1.0,1.0,1.0,1.0,1.0,1,3,0,0
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0.75,0.0,1.0,0.8571428571428571,0.0,3,0,1,0
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0.5,0.5,0.5,0.5,0.0,1,1,1,1
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sentinel2_classification_finetuning/checkpoints/fold2/base_final_test_metrics.csv
ADDED
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@@ -0,0 +1,9 @@
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|
| 1 |
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Accuracy,Specificity,Sensitivity,F1 Score,MCC,TP,TN,FP,FN
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| 2 |
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0.75,1.0,0.0,0.0,0.0,0,3,0,1
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0.75,1.0,0.6666666666666666,0.8,0.5773502691896258,2,1,0,1
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0.75,1.0,0.5,0.6666666666666666,0.5773502691896258,1,2,0,1
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0.75,1.0,0.5,0.6666666666666666,0.5773502691896258,1,2,0,1
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| 9 |
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0.5,1.0,0.3333333333333333,0.5,0.3333333333333333,1,1,0,2
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sentinel2_classification_finetuning/checkpoints/fold2/best_model.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 399457231
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sentinel2_classification_finetuning/checkpoints/fold2/final_model.pth
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:2ea2e2966cf629daa6896a82bcceb88364622f6d5bd58383ca206658d04c20b6
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| 3 |
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size 399457444
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sentinel2_classification_finetuning/checkpoints/fold2/train_val_losses_metrics.csv
ADDED
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@@ -0,0 +1,101 @@
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|
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|
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|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
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|
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|
|
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|
|
|
| 1 |
+
Epoch,Train Loss,Validation Loss,Train Accuracy,Train Specificity,Train Sensitivity,Train F1,Train MCC,Train TP,Train TN,Train FP,Train FN,Val Accuracy,Val Specificity,Val Sensitivity,Val F1,Val MCC,Val TP,Val TN,Val FP,Val FN
|
| 2 |
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1,0.7092641932623727,0.7138847282954625,0.4732142857142857,0.6153846153846154,0.35,0.4158415841584158,-0.0358364808899669,21,32,20,39,0.42857142857142855,0.6875,0.08333333333333333,0.1111111111111111,-0.2763853991962833,1,11,5,11
|
| 3 |
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2,0.6732676710401263,0.746839702129364,0.5982142857142857,0.7169811320754716,0.4915254237288136,0.5631067961165048,0.2131586006527,29,38,15,30,0.5357142857142857,0.3125,0.8333333333333334,0.6060606060606061,0.16666666666666666,10,5,11,2
|
| 4 |
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3,0.7014408239296505,0.7485262836728778,0.5357142857142857,0.6153846153846154,0.4666666666666667,0.5185185185185186,0.08268982305947231,28,32,20,32,0.5,0.5,0.5,0.4615384615384615,0.0,6,8,8,6
|
| 5 |
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4,0.6804032985653196,0.66364643403462,0.5803571428571429,0.6481481481481481,0.5172413793103449,0.5607476635514018,0.16659062913058326,30,35,19,28,0.5714285714285714,0.4375,0.75,0.6,0.19364916731037085,9,7,9,3
|
| 6 |
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5,0.6685269251465797,0.674783536366054,0.5803571428571429,0.6851851851851852,0.4827586206896552,0.5436893203883495,0.17117140255154972,28,37,17,30,0.6428571428571429,0.6875,0.5833333333333334,0.5833333333333334,0.2708333333333333,7,11,5,5
|
| 7 |
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6,0.640685424208641,0.775600118296487,0.6428571428571429,0.6481481481481481,0.6379310344827587,0.6491228070175439,0.2858966759567453,37,35,19,21,0.39285714285714285,0.3125,0.5,0.41379310344827586,-0.1899901489143371,6,5,11,6
|
| 8 |
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|
| 9 |
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| 10 |
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9,0.6468100366847855,0.715374197278704,0.5714285714285714,0.5740740740740741,0.5689655172413793,0.5789473684210527,0.14294833797837264,33,31,23,25,0.5714285714285714,0.5,0.6666666666666666,0.5714285714285715,0.16666666666666666,8,8,8,4
|
| 11 |
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10,0.6275001838803291,0.7717695151056562,0.6428571428571429,0.6792452830188679,0.6101694915254238,0.6428571428571429,0.28941477454429165,36,36,17,23,0.4642857142857143,0.25,0.75,0.5454545454545454,0.0,9,4,12,3
|
| 12 |
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|
| 13 |
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12,0.5820416946496282,0.666864275932312,0.6875,0.7547169811320755,0.6271186440677966,0.6788990825688074,0.38349485275960615,37,40,13,22,0.7142857142857143,0.625,0.8333333333333334,0.7142857142857143,0.4583333333333333,10,10,6,2
|
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sentinel2_classification_finetuning/checkpoints/fold3/base_best_test_metrics.csv
ADDED
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@@ -0,0 +1,11 @@
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Accuracy,Specificity,Sensitivity,F1 Score,MCC,TP,TN,FP,FN
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0.5,0.3333333333333333,1.0,0.5,0.3333333333333333,1,1,2,0
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0.5,0.3333333333333333,1.0,0.5,0.3333333333333333,1,1,2,0
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0.5,1.0,0.3333333333333333,0.5,0.3333333333333333,1,1,0,2
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| 11 |
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0.5,1.0,0.3333333333333333,0.5,0.3333333333333333,1,1,0,2
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sentinel2_classification_finetuning/checkpoints/fold3/base_final_test_metrics.csv
ADDED
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@@ -0,0 +1,11 @@
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|
| 1 |
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Accuracy,Specificity,Sensitivity,F1 Score,MCC,TP,TN,FP,FN
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0.5,0.3333333333333333,1.0,0.5,0.3333333333333333,1,1,2,0
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0.5,0.0,0.6666666666666666,0.6666666666666666,-0.3333333333333333,2,0,1,1
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0.75,0.6666666666666666,1.0,0.6666666666666666,0.5773502691896258,1,2,1,0
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0.75,1.0,0.6666666666666666,0.8,0.5773502691896258,2,1,0,1
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| 11 |
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0.5,1.0,0.3333333333333333,0.5,0.3333333333333333,1,1,0,2
|
sentinel2_classification_finetuning/checkpoints/fold3/best_model.pth
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 399457231
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sentinel2_classification_finetuning/checkpoints/fold3/final_model.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 399457444
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sentinel2_classification_finetuning/checkpoints/fold3/train_val_losses_metrics.csv
ADDED
|
@@ -0,0 +1,101 @@
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
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|
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|
|
|
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|
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|
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|
|
|
|
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|
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|
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|
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|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
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|
|
|
|
|
| 1 |
+
Epoch,Train Loss,Validation Loss,Train Accuracy,Train Specificity,Train Sensitivity,Train F1,Train MCC,Train TP,Train TN,Train FP,Train FN,Val Accuracy,Val Specificity,Val Sensitivity,Val F1,Val MCC,Val TP,Val TN,Val FP,Val FN
|
| 2 |
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1,0.7093298898802863,0.6872277089527675,0.5,0.3888888888888889,0.6111111111111112,0.55,0.0,33,21,33,21,0.4642857142857143,0.5384615384615384,0.4,0.4444444444444445,-0.062017367294604234,6,7,6,9
|
| 3 |
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2,0.696250339349111,0.7394428593771798,0.5,0.37037037037037035,0.6296296296296297,0.5573770491803278,0.0,34,20,34,20,0.4642857142857143,0.7692307692307693,0.2,0.28571428571428575,-0.03739787960033829,3,10,3,12
|
| 4 |
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3,0.6959122176523562,0.651681797845023,0.5092592592592593,0.4074074074074074,0.6111111111111112,0.5546218487394958,0.01891511969643836,33,22,32,21,0.6428571428571429,0.5384615384615384,0.7333333333333333,0.6875,0.27754778174292477,11,7,6,4
|
| 5 |
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4,0.6659555964999728,0.7594485793794904,0.6111111111111112,0.6,0.6226415094339622,0.611111111111111,0.22264150943396227,33,33,22,20,0.5,0.46153846153846156,0.5333333333333333,0.5333333333333333,-0.005128205128205128,8,6,7,7
|
| 6 |
+
5,0.6811227997144064,0.7817982264927456,0.5740740740740741,0.5185185185185185,0.6296296296296297,0.5964912280701755,0.14907119849998599,34,28,26,20,0.2857142857142857,0.46153846153846156,0.13333333333333333,0.16666666666666669,-0.43262511765690437,2,6,7,13
|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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10,0.63996688524882,0.7727667476449694,0.6296296296296297,0.5636363636363636,0.6981132075471698,0.6491228070175438,0.2639316130026528,37,31,24,16,0.5,0.7692307692307693,0.26666666666666666,0.36363636363636365,0.041344911529736156,4,10,3,11
|
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sentinel2_classification_finetuning/checkpoints/fold4/base_best_test_metrics.csv
ADDED
|
@@ -0,0 +1,10 @@
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Accuracy,Specificity,Sensitivity,F1 Score,MCC,TP,TN,FP,FN
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0.5,0.0,1.0,0.6666666666666666,0.0,2,0,2,0
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0.25,0,0.25,0.4,0.0,1,0,0,3
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sentinel2_classification_finetuning/checkpoints/fold4/base_final_test_metrics.csv
ADDED
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|
| 1 |
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Accuracy,Specificity,Sensitivity,F1 Score,MCC,TP,TN,FP,FN
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0.5,0.0,1.0,0.6666666666666666,0.0,2,0,2,0
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sentinel2_classification_finetuning/checkpoints/fold4/best_model.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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size 399457231
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sentinel2_classification_finetuning/checkpoints/fold4/final_model.pth
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 399457444
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sentinel2_classification_finetuning/checkpoints/fold4/train_val_losses_metrics.csv
ADDED
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@@ -0,0 +1,101 @@
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|
| 1 |
+
Epoch,Train Loss,Validation Loss,Train Accuracy,Train Specificity,Train Sensitivity,Train F1,Train MCC,Train TP,Train TN,Train FP,Train FN,Val Accuracy,Val Specificity,Val Sensitivity,Val F1,Val MCC,Val TP,Val TN,Val FP,Val FN
|
| 2 |
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1,0.7001217412097114,0.6990578940936497,0.5357142857142857,0.4915254237288136,0.5849056603773585,0.5438596491228069,0.07662737613821044,31,29,30,22,0.42857142857142855,0.9,0.16666666666666666,0.27272727272727276,0.09128709291752769,3,9,1,15
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2,0.6835922439183507,0.6818258890083858,0.6339285714285714,0.576271186440678,0.6981132075471698,0.6434782608695653,0.275576703239315,37,34,25,16,0.5714285714285714,0.7,0.5,0.6,0.19364916731037085,9,7,3,9
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| 4 |
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| 5 |
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|
| 6 |
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| 7 |
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|
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sentinel2_classification_finetuning/checkpoints/fold5/base_best_test_metrics.csv
ADDED
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| 1 |
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Accuracy,Specificity,Sensitivity,F1 Score,MCC,TP,TN,FP,FN
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0.5,0.5,0.5,0.5,0.0,1,1,1,1
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0.25,0.25,0.0,0.0,0.0,0,1,3,0
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sentinel2_classification_finetuning/checkpoints/fold5/base_final_test_metrics.csv
ADDED
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| 1 |
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Accuracy,Specificity,Sensitivity,F1 Score,MCC,TP,TN,FP,FN
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0.5,0.0,1.0,0.6666666666666666,0.0,2,0,2,0
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0.25,0.0,1.0,0.4,0.0,1,0,3,0
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sentinel2_classification_finetuning/checkpoints/fold5/best_model.pth
ADDED
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size 399457231
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sentinel2_classification_finetuning/checkpoints/fold5/final_model.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 399457444
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sentinel2_classification_finetuning/checkpoints/fold5/train_val_losses_metrics.csv
ADDED
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@@ -0,0 +1,101 @@
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|
| 1 |
+
Epoch,Train Loss,Validation Loss,Train Accuracy,Train Specificity,Train Sensitivity,Train F1,Train MCC,Train TP,Train TN,Train FP,Train FN,Val Accuracy,Val Specificity,Val Sensitivity,Val F1,Val MCC,Val TP,Val TN,Val FP,Val FN
|
| 2 |
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1,0.6972262612704573,0.6746732592582703,0.4827586206896552,0.5789473684210527,0.3898305084745763,0.4339622641509434,-0.031794528655225335,23,33,24,36,0.5357142857142857,0.5333333333333333,0.5384615384615384,0.5185185185185186,0.07161148740394328,7,8,7,6
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2,0.6773107904812385,0.5904526710510254,0.6120689655172413,0.5789473684210527,0.6440677966101694,0.628099173553719,0.223514192652346,38,33,24,21,0.7142857142857143,0.6666666666666666,0.7692307692307693,0.7142857142857142,0.4358974358974359,10,10,5,3
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| 4 |
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| 5 |
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|
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