LF.testdata
(Package: LogicForest) :
Example of New Test Data for Prediction in Logic Forest and LBoost
LF.testdata is simulated case control data where the ratio of cases:controls is 1:1. The dataset contains 100 observations and 50 binary predictors. Columns 1,2,....,50 are the binary predictors. Column 51 is the true binary response and column 52 is a noisy binary response. Each predictor is simulated as an independent Bernoulli random variable with success probability 0.5. The response variable is simulated from the model
LF.data
(Package: LogicForest) :
Example Data for Logic Forest and LBoost
LF.data is simulated case control data where the ratio of cases:controls is 1:1. The dataset contains 200 observations and 50 binary predictors. Columns 1,2,....,50 are the binary predictors. Column 51 is the true binary response and column 52 is a noisy binary response. Each predictor is simulated as an independent Bernoulli random variable with success probability 0.5. The response variable is simulated from the model