Boston housing price regression dataset
Dataset taken from the StatLib library which is maintained at Carnegie Mellon University.
dataset_boston_housing(path = "boston_housing.npz", test_split = 0.2,
seed = 113L)Arguments
| path | Path where to cache the dataset locally (relative to ~/.keras/datasets). |
| test_split | fraction of the data to reserve as test set. |
| seed | Random seed for shuffling the data before computing the test split. |
Value
Lists of training and test data: train$x, train$y, test$x, test$y.
Samples contain 13 attributes of houses at different locations around the Boston suburbs in the late 1970s. Targets are the median values of the houses at a location (in k$).
See also
Other datasets: dataset_cifar100,
dataset_cifar10,
dataset_fashion_mnist,
dataset_imdb, dataset_mnist,
dataset_reuters