load_outline_leaf_bending#
- ktch.datasets.load_outline_leaf_bending(*, as_frame: bool = False) Bunch[source]#
Load and return the synthetic 3D leaf bending outline dataset.
This dataset contains 3D outlines of synthetic wheat-like leaves with bending deformation.
- Parameters:
- as_framebool, default=False
If True, the data is a pandas DataFrame including columns with appropriate dtypes (numeric). The target is a pandas DataFrame or Series depending on the number of target columns. If as_frame is False, coords will be a numpy array of shape (n_specimens, n_points, 3).
- Returns:
- data
Bunch Dictionary-like object, with the following attributes. coords : {ndarray of shape (60, 200, 3), dataframe}
The coordinate data. If as_frame=True, coords will be a pandas DataFrame with MultiIndex (specimen_id, coord_id).
- meta{dict, dataframe}
Metadata containing bending parameters for each specimen.
- DESCRstr
The full description of the dataset.
- filenamestr
The path to the location of the data.
- data