API for MachineShop
Machine Learning Models and Tools

Global functions
. Man page
. Source code
.Calibration Source code
.Curves Source code
.Resamples Source code
.SVMModel Source code
.XGBModel Source code
.calibration Source code
.calibration.Resamples Source code
.calibration.default Source code
.confusion Source code
.confusion.Resamples Source code
.confusion.Surv Source code
.confusion.default Source code
.curve Source code
.curve.Surv Source code
.curve.default Source code
.curve_approx Source code
.expand.model Source code
.expand.model.MLModel Source code
.expand.model.default Source code
.expand.model.list Source code
.fit Source code
.fit.MLModel Source code
.fit.SelectedModel Source code
.fit.StackedModel Source code
.fit.SuperModel Source code
.fit.TunedModel Source code
.get_curve_metrics Source code
.metricinfo Source code
.metricinfo.Confusion Source code
.metricinfo.ConfusionMatrix Source code
.metricinfo.MLMetric Source code
.metricinfo.Resamples Source code
.metricinfo.character Source code
.metricinfo.default Source code
.metricinfo.function Source code
.metricinfo.list Source code
.metricinfo_types Source code
.modelinfo Source code
.modelinfo.MLModel Source code
.modelinfo.character Source code
.modelinfo.default Source code
.modelinfo.function Source code
.modelinfo.list Source code
.modelinfo_types Source code
.onLoad Source code
.performance Source code
.predict.Surv Source code
.predict.Surv.list Source code
.predict.Surv.matrix Source code
.predict.Surv.numeric Source code
.tune Source code
AdaBagModel Man page Source code
AdaBoostModel Man page Source code
BARTMachineModel Man page Source code
BARTModel Man page Source code
BlackBoostModel Man page Source code
BootControl Man page Source code
BootOptimismControl Man page Source code
C50Model Man page Source code
CForestModel Man page Source code
CVControl Man page Source code
Calibration Man page Source code
Confusion Man page Source code
ConfusionMatrix Man page Source code
CoxModel Man page Source code
CoxStepAICModel Man page Source code
Curves Man page Source code
EarthModel Man page Source code
EmpiricalSurv Source code
EmpiricalSurv.Surv Source code
EmpiricalSurv.default Source code
Exponential Source code
FDAModel Man page Source code
GAMBoostModel Man page Source code
GBMModel Man page Source code
GLMBoostModel Man page Source code
GLMModel Man page Source code
GLMNetModel Man page Source code
GLMStepAICModel Man page
Grid Man page Source code
ICHomes Man page
KNNModel Man page Source code
LARSModel Man page Source code
LDAModel Man page Source code
LMModel Man page Source code
Lift Man page Source code
MDAModel Man page Source code
MLControl Man page Source code
MLFitBits Source code
MLMetric Man page Source code
MLMetric<- Man page
MLModel Man page Source code
MLModelTune Source code
MachineShop Man page
MachineShop-package Man page
ModelFrame Man page Source code
ModelFrame.ModelFrame Source code
ModelFrame.formula Man page Source code
ModelFrame.matrix Man page Source code
ModelFrame.recipe Source code
ModelFrame.terms Source code
ModelRecipe Source code
ModelRecipe.ModelRecipe Source code
ModelRecipe.recipe Source code
NNetModel Man page Source code
NaiveBayesModel Man page Source code
OOBControl Man page Source code
PDAModel Man page
PLSModel Man page Source code
POLRModel Man page Source code
PartialDependence Source code
Performance Source code
PerformanceDiff Source code
QDAModel Man page Source code
RPartModel Man page Source code
RandomForestModel Man page Source code
RangerModel Man page Source code
Rayleigh Source code
Resamples Man page Source code
Resamples.list Source code
SVMANOVAModel Man page Source code
SVMBesselModel Man page Source code
SVMLaplaceModel Man page Source code
SVMLinearModel Man page Source code
SVMModel Man page Source code
SVMPolyModel Man page Source code
SVMRadialModel Man page Source code
SVMSplineModel Man page Source code
SVMTanhModel Man page Source code
SelectedModel Man page Source code
SplitControl Man page Source code
StackedModel Man page Source code
SuperModel Man page Source code
SurvEvents Man page Source code
SurvMatrix Man page Source code
SurvProbs Man page Source code
SurvRegModel Man page Source code
SurvRegStepAICModel Man page
TrainControl Man page Source code
TreeModel Man page Source code
TunedModel Man page Source code
VarImp Source code
VarImp.default Source code
VarImp.matrix Source code
VarImp.numeric Source code
Weibull Source code
Weibull.Surv Source code
Weibull.SurvProbs Source code
Weibull.numeric Source code
Weibull.survfit Source code
XGBDARTModel Man page Source code
XGBLinearModel Man page Source code
XGBModel Man page Source code
XGBTreeModel Man page Source code
[,Resamples,ANY,ANY,ANY-method Man page
[.SurvMatrix Man page
accuracy Man page Source code
add_super_predictors Source code
append Source code
as.data.frame.ModelFrame Source code
as.data.frame.ModelRecipe Source code
asMLModelFit Source code
assert_equal_weights Source code
attachment Source code
auc Man page Source code
bake.ModelRecipe Source code
brier Man page Source code
calibration Man page Source code
call_metric_method Source code
cindex Man page Source code
combine_tune_params Source code
complete_subset Source code
confusion Man page Source code
cross_entropy Man page Source code
cumsum_risk Source code
dependence Man page Source code
diff Man page
diff.MLModelTune Man page Source code
diff.Performance Man page Source code
diff.Resamples Man page Source code
empiricalsurv_breslow Source code
empiricalsurv_efron Source code
empiricalsurv_fh Source code
empiricalsurv_function Source code
eval_fit Source code
eval_stack_loss Source code
expand.model Man page Source code
extract Man page
f_score Man page Source code
field Source code
findMethod Source code
fit Man page Source code Source code Source code Source code Source code Source code Source code Source code Source code Source code
fit.ModelFrame Man page Source code
fit.formula Man page Source code
fit.matrix Man page Source code
fit.recipe Man page Source code
fitbit Source code
fnr Man page Source code
formula.ModelFrame Source code
fpr Man page Source code
getMLObject Source code
gini Man page Source code
grid Source code Source code Source code Source code Source code Source code
grid.ModelFrame Source code
grid.formula Source code
grid.matrix Source code
grid.recipe Source code
inline_calls Source code
is_response Source code
juice Source code
juice.ModelRecipe Source code
juice.default Source code
kappa2 Man page Source code
lift Man page Source code
list2function Source code
mae Man page Source code
make_super_df Source code
mean.EmpiricalSurv Source code
mean.SurvProbs Source code
mean.Weibull Source code
mean.survfit Source code
metric_SurvMatrix Source code
metric_SurvMean Source code
metric_matrix Source code
metric_method_name Source code
metricinfo Man page Source code
metrics Man page
midpoints Source code
model_formula Source code
modelinfo Man page Source code
models Man page
mse Man page Source code
msle Man page Source code
npv Man page Source code
performance Man page Source code
performance.Confusion Man page Source code
performance.ConfusionMatrix Man page Source code
performance.MLBootOptimismControl Source code
performance.MLControl Source code
performance.Resamples Man page Source code
performance.Surv Man page Source code
performance.factor Man page Source code
performance.matrix Man page Source code
performance.numeric Man page Source code
performance_curve Man page Source code
performance_curve.Resamples Man page Source code
performance_curve.default Man page Source code
plot Man page
plot.Calibration Man page Source code
plot.Confusion Man page Source code
plot.ConfusionMatrix Man page Source code
plot.Curves Man page Source code
plot.Lift Man page Source code
plot.MLModelTune Man page Source code
plot.PartialDependence Man page Source code
plot.Performance Man page Source code
plot.Resamples Man page Source code
plot.VarImp Man page Source code
ppv Man page Source code
pr_auc Man page Source code
precision Man page Source code
predict Man page Source code Source code Source code Source code Source code Source code Source code
predict.EmpiricalSurv Source code
predict.MLModelFit Man page Source code
predict.Surv Source code
predict.SurvProbs Source code
predict.Weibull Source code
predict.survfit Source code
predictors Source code
predictors.ModelFrame Source code
predictors.formula Source code
predictors.recipe Source code
prep.ModelRecipe Source code
prep_recipe_data Source code
print.MLModelFit Source code
print.Resamples Source code
print.SurvMatrix Source code
r2 Man page Source code
recall Man page Source code
recipe.ModelRecipe Source code
resample Man page Source code
resample.ModelFrame Man page Source code
resample.formula Man page Source code
resample.matrix Man page Source code
resample.recipe Man page Source code
resample_args Source code
response Man page Source code
response.MLFitBits Source code
response.MLModelFit Man page Source code
response.ModelFrame Man page Source code
response.formula Source code
response.recipe Man page Source code
rmse Man page Source code
rmsle Man page Source code
roc_auc Man page Source code
roc_index Man page Source code
rpp Man page Source code
sensitivity Man page Source code
setMetricGeneric Source code
setMetricMethod Source code
setMetricMethod_Resamples Source code
setMetricMethod_Surv_SurvEvents Source code
setMetricMethod_Surv_SurvProbs Source code
setMetricMethod_Surv_numeric Source code
setMetricMethod_factor_factor Source code
setMetricMethod_factor_matrix Source code
setMetricMethod_factor_numeric Source code
setMetricMethod_matrix_matrix Source code
setMetric_BinaryConfusionMatrix Source code
setMetric_ConfusionMatrix Source code
setMetric_OrderedConfusionMatrix Source code
setMetric_auc Source code
setMetric_numeric Source code
show_title Source code
show_title.character Source code
show_title.default Source code
specificity Man page Source code
str.SurvMatrix Source code
summary Man page
summary.Confusion Man page Source code
summary.ConfusionMatrix Man page Source code
summary.Curves Man page Source code
summary.MLModelFit Source code
summary.MLModelTune Man page Source code
summary.Performance Man page Source code
summary.Resamples Man page Source code
surv_cases Source code
surv_dist Source code
surv_dist_mean Source code
surv_max Source code
surv_mean Source code
surv_metric_mean Source code
surv_times Source code
t.test Man page
t.test.PerformanceDiff Man page Source code
terms.ModelFrame Source code
terms.character Source code
terms.matrix Source code
terms.recipe Source code
time.SurvMatrix Source code
tnr Man page Source code
tpr Man page Source code
tune Man page Source code
tune.ModelFrame Man page Source code
tune.formula Man page Source code
tune.matrix Man page Source code
tune.recipe Man page Source code
unMLModelFit Source code
varimp Man page Source code Source code Source code Source code Source code Source code Source code Source code
varimp_undef Source code
varimp_wald Source code
varimp_wald.default Source code
varimp_wald.numeric Source code
weighted_kappa2 Man page Source code
MachineShop documentation built on Aug. 2, 2019, 1:04 a.m.