Identifying Interactions Between Binary Predictors


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Documentation for package ‘logicDT’ version 1.0.1

Help Pages

calcAUC Fast computation of the AUC w.r.t. to the ROC.
calcBrier Calculate the Brier score
calcDev Calculate the deviance
calcMis Calculate the misclassification rate
calcMSE Calculate the MSE
calcNCE Calculate the normalized cross entropy
calcNRMSE Calculate the NRMSE
cooling.schedule Define the cooling schedule for simulated annealing
fancy.plot Plot a logic decision tree
fit4plModel Fitting 4pL models
logicDT Fitting logic decision trees
logicDT.bagging Fitting bagged logicDT models
logicDT.bagging.default Fitting bagged logicDT models
logicDT.bagging.formula Fitting bagged logicDT models
logicDT.boosting Fitting boosted logicDT models
logicDT.boosting.default Fitting boosted logicDT models
logicDT.boosting.formula Fitting boosted logicDT models
logicDT.default Fitting logic decision trees
logicDT.formula Fitting logic decision trees
plot.logicDT Plot a logic decision tree
plot.vim Plot calculated VIMs
predict.4pl Prediction for 4pL models
predict.geneticLogicPET Prediction for logicDT models
predict.logic.bagged Prediction for logicDT models
predict.logic.boosted Prediction for logicDT models
predict.logicDT Prediction for logicDT models
splitSNPs Split biallelic SNPs into binary variables
tree.control Control parameters for fitting decision trees
vim Variable Importance Measures (VIMs)