|
Datatype_kernel
|
Signal-to-noise ratio
|
|---|
|
micro_linear
|
1.44
|
|
micro_poly
|
1.00
|
|
micro_RBF
|
3.91
|
|
chip_binary_linear
|
1.36
|
|
chip_binary_poly
|
1.84
|
|
chip_binary_RBF
|
1.88
|
|
chip_contin_linear
|
1.57
|
|
chip_contin_poly
|
1.86
|
|
chip_contin_RBF
|
1.91
|
|
weight_binary_linear
|
1.80
|
|
weight_binary_poly
|
1.96
|
|
weight_binary_RBF
|
3.82
|
|
weight_contin_linear
|
1.84
|
|
weight_contin_poly
|
1.65
|
|
weight_contin_RBF
|
2.35
|
|
simple_binary_linear
|
1.80
|
|
simple_binary_poly
|
3.43
|
|
simple_binary_RBF
|
3.80
|
|
simple_contin_linear
|
1.84
|
|
simple_contin_poly
|
1.38
|
|
simple_contin_RBF
|
3.21
|
- Ranked methods based on signal-to-noise ratio performance of predicting the percentage of genes as positive from the positive test set (self-renewal screen) and as positive from the negative test set (insulin-pathway screen).
