Description Usage Arguments Examples

plots the RBP curve

1 2 3 4 |

`obj` |
[ |

`main` |
[ |

`xlab` |
[ |

`ylab` |
[ |

`type` |
[ |

`ylim` |
[ |

`x.adj` |
[ |

`y.adj` |
[ |

`cond.axis` |
[ |

`title.line` |
[ |

`add` |
[ |

`...` |
[any] |

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 | ```
# Download data
mydata = getTaskData(pid.task)
head(mydata)
# Build logit model and plot RBP curve
mylogit <- glm(diabetes ~ ., data = mydata, family = "binomial")
y = mydata$diabetes
pred1 = predict(mylogit, type="response")
obj1 = makeRBPObj(pred1, y)
plotRBPCurve(obj1, cond.axis = TRUE, type = "b")
## Not run:
# Build logit model using mlr and plot RBP curve
task = pid.task
lrn = makeLearner("classif.logreg", predict.type = "prob")
tr = train(lrn, task)
pred2 = getPredictionProbabilities(predict(tr, task))
obj2 = makeRBPObj(pred2, y)
plotRBPCurve(obj2, cond.axis = TRUE, type = "b", col = 2)
## End(Not run)
``` |

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