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add MRD for regression benchmark

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This commit is contained in:
Zhenwen Dai 2015-08-27 17:38:45 +01:00
parent 8f78431983
commit 9564287cf3
2 changed files with 31 additions and 3 deletions
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4
benchmarks/regression/run.py
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@ -3,7 +3,7 @@
from __future__ import print_function
from evaluation import RMSE
from methods import GP_RBF, SVIGP_RBF
from methods import GP_RBF, SVIGP_RBF, SparseGP_RBF
from tasks import Housing, WineQuality
from outputs import ScreenOutput, CSVOutput, H5Output
import numpy as np
@ -13,7 +13,7 @@ outpath = '.'
prjname = 'regression'
config = {
'evaluations':[RMSE],
'methods':[GP_RBF, SVIGP_RBF],
'methods':[GP_RBF, SVIGP_RBF, SparseGP_RBF],
'tasks':[WineQuality,Housing],
'repeats':2,
'outputs': [ScreenOutput(), CSVOutput(outpath, prjname), H5Output(outpath, prjname)]