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Due to performance variability across systems and julia versions we'l…
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…l Loosen tests a little.
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rofinn committed Jan 3, 2019
1 parent 3c64014 commit 515b6a0
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4 changes: 2 additions & 2 deletions test/runtests.jl
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Expand Up @@ -143,15 +143,15 @@ end
end
end

println(svd(data').S)
# println(svd(data').S)
X = add_missings(data')

svd_imputed = Impute.svd(X)
mean_imputed = impute(copy(X), :fill; limit=1.0)

# With sufficient correlation between the variables and enough observation we
# expect the svd imputation to perform severl times better than mean imputation.
@test nrmsd(svd_imputed, data') < nrmsd(mean_imputed, data') * 0.25
@test nrmsd(svd_imputed, data') < nrmsd(mean_imputed, data') * 0.3
end

# Test a case where we know SVD imputation won't perform well
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