classif.debug
|
lgl, int, dbl, chr, fct, ord
|
|
Missings, Multiclass, Twoclass
|
response, prob
|
classif.featureless
|
lgl, int, dbl, chr, fct, ord
|
|
Importance, Missings, Multiclass, Selected Features, Twoclass
|
response, prob
|
classif.glmnet
|
int, dbl
|
glmnet
|
Multiclass, Twoclass, Weights
|
response, prob
|
classif.kknn
|
lgl, int, dbl, fct, ord
|
kknn, withr
|
Multiclass, Twoclass
|
response, prob
|
classif.lda
|
lgl, int, dbl, fct, ord
|
MASS
|
Multiclass, Twoclass, Weights
|
response, prob
|
classif.log_reg
|
lgl, int, dbl, chr, fct, ord
|
stats
|
Twoclass, Weights
|
response, prob
|
classif.naive_bayes
|
lgl, int, dbl, fct
|
e1071
|
Multiclass, Twoclass
|
response, prob
|
classif.qda
|
lgl, int, dbl, fct, ord
|
MASS
|
Multiclass, Twoclass, Weights
|
response, prob
|
classif.ranger
|
lgl, int, dbl, chr, fct, ord
|
ranger
|
Importance, Multiclass, Oob Error, Twoclass, Weights
|
response, prob
|
classif.rpart
|
lgl, int, dbl, fct, ord
|
rpart
|
Importance, Missings, Multiclass, Selected Features, Twoclass, Weights
|
response, prob
|
classif.svm
|
int, dbl
|
e1071
|
Multiclass, Twoclass
|
response, prob
|
classif.xgboost
|
int, dbl
|
xgboost
|
Importance, Missings, Multiclass, Twoclass, Weights
|
response, prob
|
regr.featureless
|
lgl, int, dbl, chr, fct, ord
|
stats
|
Importance, Missings, Selected Features
|
response, se
|
regr.glmnet
|
int, dbl
|
glmnet
|
Weights
|
response
|
regr.kknn
|
lgl, int, dbl, fct, ord
|
kknn, withr
|
|
response
|
regr.km
|
int, dbl
|
DiceKriging
|
|
response, se
|
regr.lm
|
int, dbl, fct
|
stats
|
Weights
|
response, se
|
regr.ranger
|
lgl, int, dbl, chr, fct, ord
|
ranger
|
Importance, Oob Error, Weights
|
response, se
|
regr.rpart
|
lgl, int, dbl, fct, ord
|
rpart
|
Importance, Missings, Selected Features, Weights
|
response
|
regr.svm
|
int, dbl
|
e1071
|
|
response
|
regr.xgboost
|
int, dbl
|
xgboost
|
Importance, Missings, Weights
|
response
|
surv.blackboost
|
int, dbl, fct
|
distr6, mboost, mvtnorm, partykit, survival
|
|
distr, crank, lp
|
surv.coxph
|
lgl, int, dbl, fct
|
distr6, survival
|
Importance
|
distr, crank, lp
|
surv.cvglmnet
|
int, dbl, fct
|
glmnet, survival
|
Weights
|
crank, lp
|
surv.flexible
|
lgl, int, fct, dbl
|
distr6, flexsurv, survival
|
Weights
|
distr, lp, crank
|
surv.gamboost
|
int, dbl, fct, lgl
|
distr6, mboost, survival
|
|
distr, crank, lp
|
surv.gbm
|
int, dbl, fct, ord
|
gbm
|
Importance, Missings, Weights
|
crank, lp
|
surv.glmboost
|
int, dbl, fct, lgl
|
distr6, mboost, survival
|
|
distr, crank, lp
|
surv.glmnet
|
int, dbl, fct
|
glmnet, survival
|
Weights
|
crank, lp
|
surv.kaplan
|
lgl, int, dbl, chr, fct, ord
|
distr6, survival
|
Missings
|
crank, distr
|
surv.mboost
|
int, dbl, fct, lgl
|
distr6, mboost, survival
|
|
distr, crank, lp
|
surv.nelson
|
lgl, int, dbl, chr, fct, ord
|
distr6, survival
|
Missings
|
crank, distr
|
surv.parametric
|
lgl, int, dbl, fct
|
distr6, survival
|
Weights
|
distr, lp, crank
|
surv.penalized
|
int, dbl, fct, ord
|
distr6, penalized
|
Importance
|
distr, crank
|
surv.randomForestSRC
|
lgl, int, dbl, fct, ord
|
distr6, randomForestSRC
|
Importance, Missings, Weights
|
crank, distr
|
surv.ranger
|
lgl, int, dbl, chr, fct, ord
|
distr6, ranger
|
Importance, Oob Error, Weights
|
distr, crank
|
surv.rpart
|
lgl, int, dbl, chr, fct, ord
|
distr6, rpart, survival
|
Importance, Missings, Selected Features, Weights
|
crank, distr
|
surv.svm
|
int, dbl
|
survivalsvm
|
|
crank
|