autompg_data
autompg_data()
Auto MPG dataset.
-
Source
: https://archive.ics.uci.edu/ml/datasets/Auto+MPG -
Number of samples
: 392 -
Continuous target variable
: mpgDataset Attributes:
- 1) cylinders: multi-valued discrete
- 2) displacement: continuous
- 3) horsepower: continuous
- 4) weight: continuous
- 5) acceleration: continuous
- 6) model year: multi-valued discrete
- 7) origin: multi-valued discrete
- 8) car name: string (unique for each instance)
Returns
-
X, y
: [n_samples, n_features], [n_targets]X is the feature matrix with 392 auto samples as rows and 8 feature columns (6 rows with NaNs removed). y is a 1-dimensional array of the target MPG values.
Examples
For usage examples, please see http://rasbt.github.io/mlxtend/user_guide/data/autompg_data/