Skip to main content
. Author manuscript; available in PMC: 2017 Jul 24.
Published in final edited form as: Data Knowl Eng. 2014 Sep 18;94(B):189–201. doi: 10.1016/j.datak.2014.09.002

Table 5.

Feature ablation analysis of micro measures with N = 25.

Method NLM2007 dataset L1000 dataset


Rμ Pμ Fμ MAP Rμ Pμ Fμ MAP
All features 0.727 0.398 0.514 0.644 0.730 0.355 0.478 0.630

~f10N,~f50N
0.574 0.314 0.406 0.382 0.578 0.281 0.378 0.376
~fF 0.719 0.393 0.508 0.637 0.719 0.349 0.470 0.621
~fR 0.720 0.394 0.509 0.642 0.726 0.353 0.475 0.625
~fF, ~ fR 0.697 0.382 0.493 0.621 0.697 0.339 0.456 0.603
~fA 0.720 0.394 0.509 0.644 0.727 0.353 0.476 0.625
~fP 0.720 0.394 0.509 0.644 0.730 0.354 0.477 0.627