mboost-package |
mboost: Model-Based Boosting |
%+% |
Base-learners for Gradient Boosting |
%X% |
Base-learners for Gradient Boosting |
AdaExp |
Gradient Boosting Families |
AIC.mboost |
Methods for Gradient Boosting Objects |
bbs |
Base-learners for Gradient Boosting |
Binomial |
Gradient Boosting Families |
birds |
Habitat Suitability for Breeding Bird Communities |
blackboost |
Gradient Boosting with Regression Trees |
bns |
Base-learners for Gradient Boosting |
bodyfat |
Prediction of Body Fat by Skinfold Thickness, Circumferences, and
Bone Breadths |
bols |
Base-learners for Gradient Boosting |
boost_control |
Control Hyper-parameters for Boosting Algorithms |
boost_family-class |
Class "boost\_family": Gradient Boosting Family |
brandom |
Base-learners for Gradient Boosting |
bspatial |
Base-learners for Gradient Boosting |
bss |
Base-learners for Gradient Boosting |
btree |
Base-learners for Gradient Boosting |
coef.gamboost |
Methods for Gradient Boosting Objects |
coef.glmboost |
Methods for Gradient Boosting Objects |
CoxPH |
Gradient Boosting Families |
cv |
Cross-Validation |
cvrisk |
Cross-Validation |
ExpectReg |
Gradient Boosting Families |
Family |
Gradient Boosting Families |
fitted.mboost |
Methods for Gradient Boosting Objects |
FP |
Fractional Polynomials |
gamboost |
Gradient Boosting with Smooth Components |
GaussClass |
Gradient Boosting Families |
Gaussian |
Gradient Boosting Families |
GaussReg |
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 |
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 |
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.survFit |
Survival Curves for a Cox Proportional Hazards Model |
Poisson |
Gradient Boosting Families |
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 |
selected |
Methods for Gradient Boosting Objects |
selected.mboost |
Methods for Gradient Boosting Objects |
show-method |
Class "boost\_family": Gradient Boosting Family |
stabsel |
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 |
Weibull |
Gradient Boosting Families |
Westbc |
Breast Cancer Gene Expression |
wpbc |
Wisconsin Prognostic Breast Cancer Data |
[.mboost |
Methods for Gradient Boosting Objects |