accuracy | Calculate Accuracy of binary classification |
adaBARTr | Fit an adaptive bayesian additive regression tree(adaBART)... |
AUC | Calculate AUC of binary classification |
BADS | Fit a bayesian additive decision stump model for regression |
BARTr | Fit a bayesian additive regression tree(BART) model for... |
BARTr_train | BART model training workhourse |
change_tree | Change proposal |
find_terminal_idx | Find which leaf node a test sample belongs to |
Gen_R | Generate an array of random rotation matrices |
Gen_SRP | Generate an array of sparse random orojection matrices |
gramschmidt | QR Decomposition via gram schmidt method |
grow_tree | Grow tree proposal |
hello | Hello, World! |
is.terminal | Check if a node is a leaf node |
lik_ratio_change | Evaluate liklihood ratio of new tree and old tree for CHANGE |
lik_ratio_grow | Evaluate liklihood ratio of new tree and old tree for GROW |
lik_ratio_prune | Evaluate liklihood ratio of new tree and old tree for PRUNE |
llik_leave | Evalute log lik of a leave |
log_lik | Evaluate log lik of a tree |
new_split | Genrate new splitted data index |
pBADS | Fit a bayesian additive decision stump model for... |
pbartCV | cross-validated pbart |
pBARTr | Fit a bayesian additive regression tree(BART) model for... |
pbart_reps | Run reps of pbart on real data set |
prune_tree | Prune tree proposal in bCART |
quiet | Mute any message from a function |
Rmat | Generate one Random Rotation matrix via QR |
rmse | Rooted mean squared error |
RotBADS | Rotation BADS for classification |
RotBART | Rotation BART for regression |
RotpBADS | Rotation BADS for classification |
RotpBART | Rotation BART for classification |
select_rule | select splitting variable and value |
summary_bartr | Summary of BART fit |
summary_pbartr | Summary pBART fit |
update_tree | Update a tree after tree moves |
w2 | number of internal nodes that have two children terminal... |
yhat.draw | Draw of y when accept tree movement |
yhat.draw2 | Draw of y when reject tree movement |
yhat.draw2.bads | Draw of y when reject tree movement for bads version |
yhat.draw.bads | Draw of y when accept tree movement for bads version |
yhat.draw.train | Draw of y training sample only |
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