mboostDevel-package | mboostDevel: Model-Based Boosting |
%+% | Base-learners for Gradient Boosting |
%O% | Base-learners for Gradient Boosting |
%X% | Base-learners for Gradient Boosting |
AdaExp | Gradient Boosting Families |
AIC.mboost | Methods for Gradient Boosting Objects |
AUC | Gradient Boosting Families |
bbs | Base-learners for Gradient Boosting |
Binomial | Gradient Boosting Families |
blackboost | Gradient Boosting with Regression Trees |
bmono | Base-learners for Gradient Boosting |
bmrf | Base-learners for Gradient Boosting |
bns | Base-learners for Gradient Boosting |
bols | Base-learners for Gradient Boosting |
boost_control | Control Hyper-parameters for Boosting Algorithms |
boost_family-class | Class "boost\_family": Gradient Boosting Family |
brad | Base-learners for Gradient Boosting |
brandom | Base-learners for Gradient Boosting |
bspatial | Base-learners for Gradient Boosting |
bss | Base-learners for Gradient Boosting |
btree | Base-learners for Gradient Boosting |
buser | Base-learners for Gradient Boosting |
coef.glmboost | Methods for Gradient Boosting Objects |
coef.mboost | Methods for Gradient Boosting Objects |
CoxPH | Gradient Boosting Families |
cv | Cross-Validation |
cvrisk | Cross-Validation |
cvrisk.mboost | Cross-Validation |
ExpectReg | Gradient Boosting Families |
extract | Methods for Gradient Boosting Objects |
extract.blackboost | Methods for Gradient Boosting Objects |
extract.blg | Methods for Gradient Boosting Objects |
extract.bl_lin | Methods for Gradient Boosting Objects |
extract.bl_tree | Methods for Gradient Boosting Objects |
extract.gamboost | Methods for Gradient Boosting Objects |
extract.glmboost | Methods for Gradient Boosting Objects |
extract.mboost | Methods for Gradient Boosting Objects |
Family | Gradient Boosting Families |
fitted.mboost | Methods for Gradient Boosting Objects |
FP | Fractional Polynomials |
gamboost | Gradient Boosting with Smooth Components |
GammaReg | Gradient Boosting Families |
GaussClass | Gradient Boosting Families |
Gaussian | Gradient Boosting Families |
GaussReg | Gradient Boosting Families |
Gehan | Gradient Boosting Families |
glmboost | Gradient Boosting with Component-wise Linear Models |
glmboost.default | Gradient Boosting with Component-wise Linear Models |
glmboost.formula | Gradient Boosting with Component-wise Linear Models |
glmboost.matrix | Gradient Boosting with Component-wise Linear Models |
hatvalues.gamboost | Methods for Gradient Boosting Objects |
hatvalues.glmboost | Methods for Gradient Boosting Objects |
Huber | Gradient Boosting Families |
Hurdle | Gradient Boosting Families |
IPCweights | Inverse Probability of Censoring Weights |
Laplace | Gradient Boosting Families |
logLik.mboost | Methods for Gradient Boosting Objects |
Loglog | Gradient Boosting Families |
Lognormal | Gradient Boosting Families |
mboost | Model-based Gradient Boosting |
mboost_fit | Model-based Gradient Boosting |
mstop | Methods for Gradient Boosting Objects |
mstop.cvrisk | Methods for Gradient Boosting Objects |
mstop.gbAIC | Methods for Gradient Boosting Objects |
mstop.mboost | Methods for Gradient Boosting Objects |
mstop<- | Methods for Gradient Boosting Objects |
Multinomial | Gradient Boosting Families |
NBinomial | Gradient Boosting Families |
nuisance | Methods for Gradient Boosting Objects |
nuisance.mboost | Methods for Gradient Boosting Objects |
plot.glmboost | Gradient Boosting with Component-wise Linear Models |
plot.stabsel | Stability Selection |
plot.survFit | Survival Curves for a Cox Proportional Hazards Model |
Poisson | Gradient Boosting Families |
predict.blackboost | Methods for Gradient Boosting Objects |
predict.gamboost | Methods for Gradient Boosting Objects |
predict.glmboost | Methods for Gradient Boosting Objects |
predict.mboost | Methods for Gradient Boosting Objects |
print.glmboost | Methods for Gradient Boosting Objects |
print.mboost | Methods for Gradient Boosting Objects |
PropOdds | Gradient Boosting Families |
QuantReg | Gradient Boosting Families |
resid.mboost | Methods for Gradient Boosting Objects |
residuals.mboost | Methods for Gradient Boosting Objects |
risk | Methods for Gradient Boosting Objects |
risk.mboost | Methods for Gradient Boosting Objects |
selected | Methods for Gradient Boosting Objects |
selected.mboost | Methods for Gradient Boosting Objects |
show-method | Class "boost\_family": Gradient Boosting Family |
stabsel | Stability Selection |
stabsel_parameters | Stability Selection |
stabsel_parameters.default | Stability Selection |
stabsel_parameters.mboost | Stability Selection |
summary.mboost | Methods for Gradient Boosting Objects |
survFit | Survival Curves for a Cox Proportional Hazards Model |
survFit.mboost | Survival Curves for a Cox Proportional Hazards Model |
variable.names.glmboost | Methods for Gradient Boosting Objects |
variable.names.mboost | Methods for Gradient Boosting Objects |
Weibull | Gradient Boosting Families |
[.mboost | Methods for Gradient Boosting Objects |