# Untitled Project

## Dataset
DatasetNT
### Train
Cataract: 3562
Normal: 4074
### Test
Cataract: 902
Normal: 1030

#### Test: Patience at 10 would it stop at the same epoch?

##### test 1st : Earlye50p10.h5
Epoch: 50
Patience : 10
stop at 34
correct: 55
error: 19
total: 74
acc: 74.324%

##### test 2nd : Earlye100p10.h5
Epoch: 100
Patience: 10
stop at 81
correct: 68
error: 6
total: 74
acc: 91.891%

##### test 3rd : Earlye300p10.h5
Epoch: 300
Patience: 10
stop at 57
correct: 45
error: 29
total: 74
acc: 60.810%

##### test 4th : Earlye500p10.h5 :a:
Epoch: 500
Patience: 10
stop at 67
correct: 70
error: 4
total: 74
acc: 94.594%

##### test 5th : Earlye1000p10.h5
Epoch: 1000
Patience: 10
stop at 46
correct: 64
error: 10
total: 74
acc: 86.486%

#### Test: Would there deeper valley when there longer epoch?

##### test 1st
Epoch: 50
Patience: 50
loss:

##### test 2nd
Epoch: 100
Patience: 100
loss:

##### test 3rd
Epoch: 300
Patience: 300
loss:

##### test 4th
Epoch: 500
Patience: 500
loss:

##### test 5th
Epoch: 1000
Patience: 1000
loss:

#### Test: Find the best of Dropout Rate!

#### test 1th