Description Usage Format Details References Examples
Dataset containing the original Wisconsin breast cancer data.
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A data frame with 699 instances and 10 attributes. The variables are as follows:
Clump Thickness: 1 - 10
Uniformity of Cell Size: 1 - 10
Uniformity of Cell Shape: 1 - 10
Marginal Adhesion: 1 - 10
Single Epithelial Cell Size: 1 - 10
Bare Nuclei: 1 - 10
Bland Chromatin: 1 - 10
Normal Nucleoli: 1 - 10
Mitoses: 1 - 10
Class: benign, malignant
The data were obtained from the UCI machine learning repository, see https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+(Original)
1 2 3 4 5 6 7 | data(breastcancer)
data <- optbin(breastcancer, method = "infogain")
model <- OneR(data, verbose = TRUE)
summary(model)
plot(model)
prediction <- predict(model, data)
eval_model(prediction, data)
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