| \n | id_code | \ndiagnosis | \n
|---|---|---|
| 0 | \nIDRiD_001 | \n3 | \n
| 1 | \nIDRiD_002 | \n3 | \n
| 2 | \nIDRiD_003 | \n2 | \n
| 3 | \nIDRiD_004 | \n3 | \n
| 4 | \nIDRiD_005 | \n4 | \n
| \n | id_code | \ndiagnosis | \n
|---|---|---|
| 0 | \n0001.jpg | \n0 | \n
| 1 | \n0002.jpg | \n0 | \n
| 2 | \n0003.jpg | \n0 | \n
| 3 | \n0004.jpg | \n0 | \n
| 4 | \n0005.jpg | \n0 | \n
| \n | id_code | \ndiagnosis | \n
|---|---|---|
| 0 | \n20051020_43808_0100_PP.png | \n0 | \n
| 1 | \n20051020_43832_0100_PP.png | \n1 | \n
| 2 | \n20051020_43882_0100_PP.png | \n1 | \n
| 3 | \n20051020_43906_0100_PP.png | \n2 | \n
| 4 | \n20051020_44261_0100_PP.png | \n0 | \n
| \n | id_code | \ndiagnosis | \n
|---|---|---|
| 0 | \n../input/idrid-dataset/Imagenes/Imagenes/IDRiD... | \n3 | \n
| 1 | \n../input/idrid-dataset/Imagenes/Imagenes/IDRiD... | \n3 | \n
| 2 | \n../input/idrid-dataset/Imagenes/Imagenes/IDRiD... | \n2 | \n
| 3 | \n../input/idrid-dataset/Imagenes/Imagenes/IDRiD... | \n3 | \n
| 4 | \n../input/idrid-dataset/Imagenes/Imagenes/IDRiD... | \n4 | \n
| \n | id_code | \ndiagnosis | \n
|---|---|---|
| 0 | \n../input/the-sustechsysu-dataset/SUSTech-SYSU ... | \n0 | \n
| 1 | \n../input/the-sustechsysu-dataset/SUSTech-SYSU ... | \n0 | \n
| 2 | \n../input/the-sustechsysu-dataset/SUSTech-SYSU ... | \n0 | \n
| 3 | \n../input/the-sustechsysu-dataset/SUSTech-SYSU ... | \n0 | \n
| 4 | \n../input/the-sustechsysu-dataset/SUSTech-SYSU ... | \n0 | \n
| \n | id_code | \ndiagnosis | \n
|---|---|---|
| 0 | \n../input/messidor2preprocess/messidor-2/messid... | \n0 | \n
| 1 | \n../input/messidor2preprocess/messidor-2/messid... | \n1 | \n
| 2 | \n../input/messidor2preprocess/messidor-2/messid... | \n1 | \n
| 3 | \n../input/messidor2preprocess/messidor-2/messid... | \n2 | \n
| 4 | \n../input/messidor2preprocess/messidor-2/messid... | \n0 | \n
| \n | id_code | \ndiagnosis | \n
|---|---|---|
| 0 | \n../input/idrid-dataset/Imagenes/Imagenes/IDRiD... | \n3 | \n
| 1 | \n../input/idrid-dataset/Imagenes/Imagenes/IDRiD... | \n3 | \n
| 2 | \n../input/idrid-dataset/Imagenes/Imagenes/IDRiD... | \n2 | \n
| 3 | \n../input/idrid-dataset/Imagenes/Imagenes/IDRiD... | \n3 | \n
| 4 | \n../input/idrid-dataset/Imagenes/Imagenes/IDRiD... | \n4 | \n
| \n | id_code | \ndiagnosis | \n
|---|---|---|
| 0 | \n../input/messidor2preprocess/messidor-2/messid... | \n0 | \n
| 1 | \n../input/idrid-dataset/Imagenes/Imagenes/IDRiD... | \n0 | \n
| 2 | \n../input/the-sustechsysu-dataset/SUSTech-SYSU ... | \n3 | \n
| 3 | \n../input/messidor2preprocess/messidor-2/messid... | \n0 | \n
| 4 | \n../input/messidor2preprocess/messidor-2/messid... | \n0 | \n
| 5 | \n../input/the-sustechsysu-dataset/SUSTech-SYSU ... | \n4 | \n
| 6 | \n../input/the-sustechsysu-dataset/SUSTech-SYSU ... | \n2 | \n
| 7 | \n../input/idrid-dataset/Imagenes/Imagenes/IDRiD... | \n0 | \n
| 8 | \n../input/idrid-dataset/Imagenes/Imagenes/IDRiD... | \n2 | \n
| 9 | \n../input/the-sustechsysu-dataset/SUSTech-SYSU ... | \n0 | \n
| \n | id_code | \ndiagnosis | \n
|---|---|---|
| 0 | \n../input/diabetic-retinopathy-resized/resized_... | \n0 | \n
| 1 | \n../input/diabetic-retinopathy-resized/resized_... | \n0 | \n
| 2 | \n../input/diabetic-retinopathy-resized/resized_... | \n0 | \n
| 3 | \n../input/diabetic-retinopathy-resized/resized_... | \n0 | \n
| 4 | \n../input/diabetic-retinopathy-resized/resized_... | \n1 | \n
| 5 | \n../input/diabetic-retinopathy-resized/resized_... | \n2 | \n
| 6 | \n../input/diabetic-retinopathy-resized/resized_... | \n4 | \n
| 7 | \n../input/diabetic-retinopathy-resized/resized_... | \n4 | \n
| 8 | \n../input/diabetic-retinopathy-resized/resized_... | \n0 | \n
| 9 | \n../input/diabetic-retinopathy-resized/resized_... | \n1 | \n
| \n | id_code | \ndiagnosis | \n
|---|---|---|
| 0 | \n../input/aptos2019-blindness-detection/train_i... | \n2 | \n
| 1 | \n../input/aptos2019-blindness-detection/train_i... | \n4 | \n
| 2 | \n../input/aptos2019-blindness-detection/train_i... | \n1 | \n
| 3 | \n../input/aptos2019-blindness-detection/train_i... | \n0 | \n
| 4 | \n../input/aptos2019-blindness-detection/train_i... | \n0 | \n
| 5 | \n../input/aptos2019-blindness-detection/train_i... | \n4 | \n
| 6 | \n../input/aptos2019-blindness-detection/train_i... | \n0 | \n
| 7 | \n../input/aptos2019-blindness-detection/train_i... | \n2 | \n
| 8 | \n../input/aptos2019-blindness-detection/train_i... | \n2 | \n
| 9 | \n../input/aptos2019-blindness-detection/train_i... | \n1 | \n
| \n | id_code | \ndiagnosis | \n
|---|---|---|
| 0 | \n../input/aptos2019-blindness-detection/train_i... | \n0 | \n
| 1 | \n../input/aptos2019-blindness-detection/train_i... | \n1 | \n
| 2 | \n../input/aptos2019-blindness-detection/train_i... | \n0 | \n
| 3 | \n../input/aptos2019-blindness-detection/train_i... | \n0 | \n
| 4 | \n../input/aptos2019-blindness-detection/train_i... | \n0 | \n
| \n | id_code | \ndiagnosis | \n
|---|---|---|
| 0 | \n../input/messidor2preprocess/messidor-2/messid... | \n0 | \n
| 1 | \n../input/the-sustechsysu-dataset/SUSTech-SYSU ... | \n0 | \n
| 2 | \n../input/the-sustechsysu-dataset/SUSTech-SYSU ... | \n0 | \n
| 3 | \n../input/the-sustechsysu-dataset/SUSTech-SYSU ... | \n3 | \n
| 4 | \n../input/idrid-dataset/Imagenes/Imagenes/IDRiD... | \n3 | \n
| \n | val_loss | \nval_mean_absolute_error | \nloss | \nmean_absolute_error | \nbucket | \nmae | \nval_mae | \nkappa | \n
|---|---|---|---|---|---|---|---|---|
| 0 | \n0.902075 | \nNaN | \n1.462117 | \nNaN | \n0.0 | \n0.987401 | \n0.812463 | \n0.122939 | \n
| 1 | \n0.837839 | \nNaN | \n1.433245 | \nNaN | \n0.0 | \n0.985113 | \n0.773304 | \n0.435642 | \n
| 2 | \n0.786453 | \nNaN | \n1.330507 | \nNaN | \n0.0 | \n0.945882 | \n0.707587 | \n0.497352 | \n
| 3 | \n0.751769 | \nNaN | \n1.365290 | \nNaN | \n0.0 | \n0.947106 | \n0.703481 | \n0.518631 | \n
| 4 | \n0.731735 | \nNaN | \n1.264300 | \nNaN | \n0.0 | \n0.920623 | \n0.682226 | \n0.583023 | \n