dprep (version 2.1)

breastw: The Breast Wisconsin dataset

Description

This is the Breast Wisconsin dataset from the UCI Machine Learning Repository. Sixteen instances with missing values have been deleted from the original dataset.

Usage

data(breastw)

source

The UCI Machine Learning Database Repository at:

• ftp://ftp.ics.uci.edu/pub/machine-learning-databases
• http://www.ics.uci.edu/~mlearn/MLRepository.html

Details

All the features assume values in the range 1-10. The original dataset contains 699 observations but 16 of them have been delate because contain missing values

Examples

#Detecting outliers in class-1 using the LOF algorithms---
data(breastw)
maxlof(breastw[breastw[,10]==1,],name="",30,40)