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Tuning trial #1
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Tuning trial #1
HS
Created on January 26
|
Last edited on January 26
Comment
Parameter importance with respect to
val_loss
Parameters
1-6
of 6
Config parameter
Importance
Correlation
learning_rate
learning_rate
max_depth
max_depth
bagging_fraction
bagging_fraction
bagging_freq
bagging_freq
num_leaves
num_leaves
min_data_in_leaf
min_data_in_leaf
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0.50
0.55
0.60
0.65
0.70
0.75
0.80
0.85
0.90
0.95
1.00
bagging_fraction
0.0
0.5
1.0
1.5
2.0
2.5
3.0
3.5
4.0
4.5
5.0
bagging_freq
dart
gbdt
boosting_type
0.000
0.005
0.010
0.015
0.020
0.025
0.030
0.035
0.040
learning_rate
-1
0
1
2
3
4
5
6
7
8
9
10
max_depth
40
45
50
55
60
65
70
75
80
85
90
95
100
min_data_in_leaf
10
20
30
40
50
60
70
80
90
100
110
120
130
num_leaves
0.16
0.18
0.20
0.22
0.24
0.26
0.28
0.30
0.32
0.34
0.36
0.38
val_loss
Sweep: gl2l4wbx 2
8
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