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. Author manuscript; available in PMC: 2016 Aug 15.
Published in final edited form as: Expert Syst Appl. 2016 Feb 18;55:361–373. doi: 10.1016/j.eswa.2016.02.011

Table 3.

Performance (known correspondences) of STL, ALL and transfer learning methods: CPTAgg, BNPTLnp and BNPTL.

Name STL ALL CPTAgg BNPTLnp BNPTL
Weather 0.02±0.02* 0.01±0.00 0.01±0.00 0.01±0.00 0.01±0.00
Cancer 0.33±0.31* 0.01±0.00 0.12±0.09* 0.10±0.07* 0.10±0.05*
Asia 0.85±0.18* 0.36±0.04 0.68±0.27 0.30±0.12 0.24±0.14
Insurance 1.82±0.16* 1.05±0.09* 1.47±0.17* 0.77±0.05 0.76±0.04
Alarm 2.43±0.15* 1.70±0.10* 2.19±0.13* 0.64±0.02 0.63±0.02
Hailfinder 2.85±0.03* 1.98±0.02* 2.44±0.04* 0.97±0.07 0.97±0.04
Average 1.38±0.14 0.85±0.04 1.15±0.12 0.47±0.05 0.45±0.05