LBoost.fit: Example of a LBoost Model

In LogicForest: Logic Forest

Description

The LBoost model for data with a binary response with error following the underlying logical relationship

L=(X4 and X5) or (X9 and X10)

The LBoost model used 5-fold cross validation and includes 100 logic regression trees. Predictor importance and two measures of interaction (prime implicant) importance were also run as part of the model.

Usage

data(LBoost.fit)

Format

An object of class LBoost.

Examples

data(LBoost.fit)

Example output

Loading required package: LogicReg
Loading required package: survival
Loading required package: CircStats
Loading required package: MASS
Loading required package: boot

Attaching package: 'boot'

The following object is masked from 'package:survival':

    aml

LogicForest documentation built on May 30, 2017, 3:07 a.m.