Skip to contents

A regression task for the mlbench::BostonHousing2 data set. This is the corrected data using the corrected median value (cmedv) as target. The uncorrected target (medv) is removed from the data.

Format

R6::R6Class inheriting from TaskRegr.

Construction

mlr_tasks$get("boston_housing")
tsk("boston_housing")

Meta Information

  • Task type: “regr”

  • Dimensions: 506x18

  • Properties: -

  • Has Missings: FALSE

  • Target: “cmedv”

  • Features: “age”, “b”, “chas”, “crim”, “dis”, “indus”, “lat”, “lon”, “lstat”, “nox”, “ptratio”, “rad”, “rm”, “tax”, “town”, “tract”, “zn”

See also

Other Task: TaskClassif, TaskRegr, TaskSupervised, TaskUnsupervised, Task, mlr_tasks_breast_cancer, mlr_tasks_german_credit, mlr_tasks_iris, mlr_tasks_mtcars, mlr_tasks_penguins, mlr_tasks_pima, mlr_tasks_sonar, mlr_tasks_spam, mlr_tasks_wine, mlr_tasks_zoo, mlr_tasks