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bblodfon
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survmob
An R package for benchmarking survival ML models on multi-omics data
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Update + include new learners
#7
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bblodfon
opened
1 year ago
bblodfon
commented
1 year ago
[ ]
BART
Include it in
SurvLPS
Tuning
: theta, omega, a, b, rho, k, power, base, tau.num, ntree, ndpost, nskip
ntree => 50 - 200 and k matters (suggestion by BART author)
[ ]
aorsf
test in eFS, update parameters and importance
Check
issue
[ ]
CoxNet
distr
prediction by default (no pipeline needed)
[ ]
xgboost
distr
prediction in cox objective by default (update todo)
Simplify the search space
BART
SurvLPS
aorsf
CoxNet
distr
prediction by default (no pipeline needed)xgboost
distr
prediction in cox objective by default (update todo)