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. Author manuscript; available in PMC: 2014 Sep 1.
Published in final edited form as: Neuroimage. 2013 Apr 10;78:270–283. doi: 10.1016/j.neuroimage.2013.03.066

Table 2.

Comparison between elastic nets and SVM based permutation tests

Elastic net SVM
permutations		 Truth
Lambda Alpha Number
of true
positives		 Number
of false
positives		 True
positives at p ≤
0.05		 False
positives at p ≤
0.05
1 0.25 138 0 151 0 151
1 0.75 15 0 151 0 151
0.1 0.25 138 0 151 0 151
0.1 0.75 82 0 151 0 151
0.01 0.25 106 7 151 0 151
0.01 0.75 90 0 151 0 151
0.001 0.25 72 81 151 0 151
0.001 0.75 93 53 151 0 151
1 0.05 151 0 151 0 151