data_example_classification
data_example_classification.RdExample dataset for classification tasks.
Derived from the Breast Cancer Wisconsin dataset (mlbench::BreastCancer), cleaned by removing rows with missing values.
Format
A data frame with 683 samples as rows and 10 columns: 9 cytological features (Cl.thickness,
Cell.size, Cell.shape, Marg.adhesion, Epith.c.size, Bare.nuclei, Bl.cromatin, Normal.nucleoli,
Mitoses) and the outcome target (1 = malignant, 0 = benign).
Examples
data(data_example_classification)
head(data_example_classification)
#> Cl.thickness Cell.size Cell.shape Marg.adhesion Epith.c.size Bare.nuclei
#> 1 5 1 1 1 2 1
#> 2 5 4 4 5 7 10
#> 3 3 1 1 1 2 2
#> 4 6 8 8 1 3 4
#> 5 4 1 1 3 2 1
#> 6 8 10 10 8 7 10
#> Bl.cromatin Normal.nucleoli Mitoses target
#> 1 3 1 1 0
#> 2 3 2 1 0
#> 3 3 1 1 0
#> 4 3 7 1 0
#> 5 3 1 1 0
#> 6 9 7 1 1