Biomedical Engineering Reference
In-Depth Information
Table 4.25
Predictor ranking by MSE for gene
PIRIN
(
x
1
) in melanoma network. (Top 10 Predictors
Shown)
Rank
1 input
2 inputs
3 inputs
Predictor
MSE
Predictor
MSE
Predictor
MSE
1
x
4
0.012746
x
2
,
x
4
0.012406
x
3
,
x
4
,
x
7
0.007550
2
x
5
0.054450
x
4
,
x
6
0.012765
x
3
,
x
4
,
x
5
0.010336
3
x
2
0.082764
x
4
,
x
7
0.012824
x
2
,
x
4
,
x
5
0.012355
4
x
3
0.181548
x
3
,
x
4
0.012928
x
2
,
x
3
,
x
4
0.012401
5
x
7
0.294790
x
4
,
x
5
0.014873
x
2
,
x
4
,
x
6
0.012401
6
x
6
0.357402
x
3
,
x
5
0.037186
x
2
,
x
4
,
x
7
0.012402
7
x
5
,
x
6
0.040313
x
4
,
x
5
,
x
7
0.012740
8
x
5
,
x
7
0.051799
x
4
,
x
6
,
x
7
0.012747
9
x
2
,
x
5
0.054959
x
3
,
x
4
,
x
6
0.012750
10
x
2
,
x
6
0.082925
x
4
,
x
5
,
x
6
0.012755
Table 4.26
Predictor ranking by MSE for gene
S
100
P
(
x
2
) in melanoma network. (Top 10 Predictors
Shown)
Rank
1 input
2 inputs
3 inputs
Predictor
MSE
Predictor
MSE
Predictor
MSE
1
x
3
0.066051
x
1
,
x
3
0.002817
x
1
,
x
5
,
x
7
0.001633
2
x
1
0.082764
x
3
,
x
5
0.005744
x
1
,
x
3
,
x
6
0.002146
3
x
4
0.140740
x
1
,
x
5
0.006163
x
1
,
x
3
,
x
7
0.002355
4
x
5
0.153993
x
1
,
x
6
0.007762
x
1
,
x
3
,
x
5
0.002661
5
x
7
0.191924
x
3
,
x
4
0.009302
x
1
,
x
3
,
x
4
0.002848
6
x
6
0.224416
x
4
,
x
6
0.009450
x
3
,
x
5
,
x
7
0.005743
7
x
4
,
x
7
0.009475
x
3
,
x
4
,
x
5
0.005754
8
x
5
,
x
7
0.009613
x
3
,
x
5
,
x
6
0.005834
9
x
3
,
x
6
0.009832
x
1
,
x
4
,
x
5
0.005978
10
x
1
,
x
7
0.010902
x
1
,
x
5
,
x
6
0.006015
Table 4.27
Predictor ranking by MSE for gene
RET
1(
x
3
) in melanoma network (Top 10 Predictors
Shown)
Rank
1 input
2 inputs
3 inputs
Predictor
MSE
Predictor
MSE
Predictor
MSE
1
x
2
0.066051
x
6
,
x
7
0.059060
x
1
,
x
6
,
x
7
0.054525
2
x
4
0.163481
x
1
,
x
7
0.061057
x
2
,
x
6
,
x
7
0.055919
3
x
1
0.181548
x
1
,
x
2
0.064650
x
1
,
x
2
,
x
7
0.056163
4
x
7
0.183881
x
2
,
x
5
0.065870
x
5
,
x
6
,
x
7
0.058549
5
x
5
0.218690
x
1
,
x
5
0.066056
x
4
,
x
6
,
x
7
0.058892
6
x
6
0.260163
x
2
,
x
6
0.066109
x
1
,
x
4
,
x
7
0.059260
7
x
4
,
x
5
0.066131
x
1
,
x
5
,
x
7
0.060139
8
x
2
,
x
7
0.066222
x
1
,
x
2
,
x
5
0.062339
9
x
2
,
x
4
0.066566
x
2
,
x
4
,
x
5
0.063420
10
x
1
,
x
4
0.067849
x
1
,
x
4
,
x
5
0.063754
