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Table 3 Results for the splice site experiment in auPRC for the model selection step and the final prediction on the test set. Reported is the average performance over all tasks. This table shows only the performance for the best-performing variant of Hierarchical MT-MKL with norm q = 2.

From: Inferring latent task structure for Multitask Learning by Multiple Kernel Learning

auPRC

Plain

Union

Vanilla MTL

Hierarchical MT-MKL

cross-validation

0.043

0.092

0.087

0.100

test set

0.059

0.153

0.169

0.190