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Table 7 Results in Merget

From: Limited memory bundle DC algorithm for sparse pairwise kernel learning

  1. \(^1\) LMBMKron\(\ell _0\)LS results are obtained from only one successful run
  2.    \(^2\) DRSL with \(k=n/10\): 2/5 infeasible solutions with S1 (nz% \(< 10.19\)) and 1/5 infeasible solution with S2 (nz% \(\approx 10.02\)).
  3.    \(^3\) DRSEI with \(k=n/10\): 5/5 infeasible solutions with S1 (nz% \(< 10.18\)) and 1/5 infeasible solution with S4 (nz% \(\approx 10.14\)).
  4.    \(^4\) DREIS with \(k=n/10\): 5/5 infeasible solutions with S1 (nz% \(< 10.10\)), 3/5 infeasible solutions with S2 (nz% \(< 10.12\)) and 1/5 infeasible solution with S4 (nz% \(\approx 10.09\)).
  5.    \(^5\) DREIA with \(k=n/5\): 3/5 infeasible solutions with S1 (nz% \(< 20.16\)).
  6.    \(^6\) DREIA with \(k=n/10\): 5/5 infeasible solutions with S1 (nz% \(< 10.15\)) and S4 (nz% \(< 10.23\)), and 4/5 infeasible solutions with S2 (nz% \(< 10.17\)) and S3 (nz% \(< 10.09\)).
  7.    \(^7\) DRAL with \(k=n/10\): 5/5 infeasible solutions with S1 (nz% \(< 10.53\)), 3/5 infeasible solutions with S2 (nz% \(< 10.26\)) and S4 (nz% \(\approx 10.08\)), and 4/5 infeasible solutions with S3 (nz% \(< 10.08\))