Unnamed: 0
int64
DI
float64
KL
float64
W
float64
method
string
0
0.447046
0
0
Grad_reg_num
1
0.5
null
0.009512
Grad_reg_num
2
0.6
null
0.027283
Grad_reg_num
3
0.7
null
0.04488
Grad_reg_num
4
0.8
null
0.062406
Grad_reg_num
5
0.9
null
0.079546
Grad_reg_num
0
0.447046
0
0
Replace_SF
1
0.5
null
0.005
Replace_SF
2
0.6
null
0.0144
Replace_SF
3
0.7
null
0.0238
Replace_SF
4
0.8
null
0.0332
Replace_SF
5
0.9
null
0.0426
Replace_SF
0
0.447046
0
0
Gems_num
1
0.5
0.000663
0.027303
Gems_num
2
0.6
0.005311
0.078094
Gems_num
3
0.7
0.01408
0.127861
Gems_num
4
0.8
0.02681
0.176615
Gems_num
5
0.9
0.043645
0.224381
Gems_num
0
0.447046
0
0
Gems_mean
1
0.5
0.007751
0.114897
Gems_mean
2
0.6
0.04791
0.311217
Gems_mean
3
0.7
0.103794
0.484415
Gems_mean
4
0.8
0.16628
0.638368
Gems_mean
5
0.9
0.231104
0.776115
Gems_mean
0
0.447046
0
0
Grad_reg_mean
1
0.5
null
0.033928
Grad_reg_mean
2
0.6
null
0.09356
Grad_reg_mean
3
0.7
null
0.148606
Grad_reg_mean
4
0.8
null
0.205956
Grad_reg_mean
5
0.9
null
0.259781
Grad_reg_mean
0
0.447046
0
0
Grad_la_mean
1
0.5
null
0.03884
Grad_la_mean
2
0.6
null
0.104847
Grad_la_mean
3
0.7
null
0.17247
Grad_la_mean
4
0.8
null
0.234047
Grad_la_mean
5
0.9
null
0.301472
Grad_la_mean
0
0.447046
0
0
Grad_la_num
1
0.5
null
0.010503
Grad_la_num
2
0.6
null
0.031311
Grad_la_num
3
0.7
null
0.057952
Grad_la_num
4
0.8
null
0.07974
Grad_la_num
5
0.9
null
0.103329
Grad_la_num
0
0.447046
0
0
Sampling_X_cost
1
0.5
0.002102
0.005752
Sampling_X_cost
2
0.6
0.007093
0.018475
Sampling_X_cost
3
0.7
0.01253
0.032839
Sampling_X_cost
4
0.8
0.018268
0.047821
Sampling_X_cost
5
0.9
0.023218
0.063181
Sampling_X_cost