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L2 size is negatively correlated with validation accuracy
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L2 size is negatively correlated with validation accuracy
Lukas Biewald
Created on September 16
|
Last edited on September 16
Comment
Section 1
Parameter importance with respect to
val_accuracy
Parameters
1-10
of 12
Config parameter
Importance
Correlation
l2_size
l2_size
dropout_2
dropout_2
dropout_1
dropout_1
fc1_size
fc1_size
Runtime
Runtime
l1_size
l1_size
num_classes
num_classes
model_type.value_cnn
model_type.value_cnn
batch_size
batch_size
n_train
n_train
Loading...
accuracy
accuracy
0
5
10
15
20
25
Step
0.2
0.3
0.4
0.5
0.6
0.7
0.8
epoch
epoch
0
5
10
15
20
25
Step
0
5
10
15
20
25
kmnist_val_acc
kmnist_val_acc
0
5
10
15
20
25
Step
0.3
0.4
0.5
0.6
0.7
Run set
7
Not sure why, we should look into this.
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