Man pages for DongyueXie/bCART
Explore variants of Bayesian trees.

accuracyCalculate Accuracy of binary classification
adaBARTrFit an adaptive bayesian additive regression tree(adaBART)...
AUCCalculate AUC of binary classification
BADSFit a bayesian additive decision stump model for regression
BARTrFit a bayesian additive regression tree(BART) model for...
BARTr_trainBART model training workhourse
change_treeChange proposal
find_terminal_idxFind which leaf node a test sample belongs to
Gen_RGenerate an array of random rotation matrices
Gen_SRPGenerate an array of sparse random orojection matrices
gramschmidtQR Decomposition via gram schmidt method
grow_treeGrow tree proposal
helloHello, World!
is.terminalCheck if a node is a leaf node
lik_ratio_changeEvaluate liklihood ratio of new tree and old tree for CHANGE
lik_ratio_growEvaluate liklihood ratio of new tree and old tree for GROW
lik_ratio_pruneEvaluate liklihood ratio of new tree and old tree for PRUNE
llik_leaveEvalute log lik of a leave
log_likEvaluate log lik of a tree
new_splitGenrate new splitted data index
pBADSFit a bayesian additive decision stump model for...
pbartCVcross-validated pbart
pBARTrFit a bayesian additive regression tree(BART) model for...
pbart_repsRun reps of pbart on real data set
prune_treePrune tree proposal in bCART
quietMute any message from a function
RmatGenerate one Random Rotation matrix via QR
rmseRooted mean squared error
RotBADSRotation BADS for classification
RotBARTRotation BART for regression
RotpBADSRotation BADS for classification
RotpBARTRotation BART for classification
select_ruleselect splitting variable and value
summary_bartrSummary of BART fit
summary_pbartrSummary pBART fit
update_treeUpdate a tree after tree moves
w2number of internal nodes that have two children terminal...
yhat.drawDraw of y when accept tree movement
yhat.draw2Draw of y when reject tree movement
yhat.draw2.badsDraw of y when reject tree movement for bads version
yhat.draw.badsDraw of y when accept tree movement for bads version
yhat.draw.trainDraw of y training sample only
DongyueXie/bCART documentation built on Feb. 4, 2020, 12:26 a.m.