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Table 1 Stabilized trees. Top ten parents ranked by iteration score (IS) for alternating decision trees learned with and without stabilization. The stabilization uses parameters η1 = 0.01 and η2 = 0.03. (See Methods/Stabilization Section).

From: A classification-based framework for predicting and analyzing gene regulatory response

without stabilization with stabilization
rank parent iteration score rank parent iteration score
1 TPK1 1.400 ± 1.265 1 TPK1 1.400 ± 1.265
2 USV1 3.500 ± 1.434 2 USV1 3.500 ± 1.434
3 AFR1 6.800 ± 3.360 3 AFR1 6.800 ± 3.360
4 ATG1 11.800 ± 20.099 4 ATG1 7.700 ± 7.747
5 MDG1 12.100 ± 11.090 5 MDG1 10.000 ± 9.369
6 XBP1 17.800 ± 6.460 6 XBP1 16.800 ± 5.287
7 ETR1 41.400 ± 24.972 7 CIN5 18.600 ± 7.604
8 YJL103C 45.000 ± 26.600 8 GIS1 20.600 ± 12.607
9 CIN5 56.100 ± 71.527 9 SDS22 20.900 ± 11.406
10 KIN82 57.800 ± 24.179 10 YFL052W 22.000 ± 6.815
11 GAT2 58.800 ± 55.249 11 YJL103C 22.200 ± 4.803
12 MSG5 61.700 ± 96.126 12 KIN82 22.400 ± 3.806
13 PDE1 65.200 ± 61.853 13 PDE1 22.800 ± 9.426
14 ASK10 68.300 ± 91.629 14 SIP4 22.900 ± 8.478
15 RME1 69.900 ± 23.572 15 ETR1 24.000 ± 3.771
16 YVH1 73.500 ± 24.865 16 GAC1 24.400 ± 4.142
17 MET28 86.300 ± 43.564 17 GAT2 25.100 ± 5.666
18 SDS22 86.800 ± 72.380 18 HAP4 25.900 ± 6.173
19 MTH1 91.900 ± 50.573 19 SIP2 26.000 ± 6.146
20 GPA2 92.800 ± 44.619 20 MTL1 26.000 ± 6.146