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. 2010 Apr 10;11:181. doi: 10.1186/1471-2105-11-181

Table 6.

Tests on two independent experiments.

Tests RMSE

IE1 IE2
Test 4 (50% training data) Single task learning 34.1116 35.8600

Multi-task learning 29.7394 30.5459

Test 5 (with added tasks, 50% training data) 26.6910 26.1009

"E" denotes "Experiment". Test 4: Comparison between single task learning and multi-task learning on the two independent experiments, both trained with 50% of the data from each experiment, respectively. Test 5: Multi-task learning on the two independent experiments together with the former 14 experiments, totally 16 experiments, trained with 50% of the data from each experiment, respectively.