Challenge#

class gaitmap_challenges.spatial_parameters.egait_parameter_validation_2013.Challenge(dataset: Optional[Union[str, Path, EgaitParameterValidation2013]], cv_iterator: Optional[Union[int, BaseCrossValidator, Iterator]] = 5, cv_params: Optional[Dict] = None)[source]#

The EgaitParameterValidation Spatial Parameter Challenge.

Parameters:

dataset: A instance of EgaitParameterValidation2013 or a path to a directory containing the dataset.
cv_iterator: A cross-validation iterator or the number of folds to use.
cv_params: Additional parameters to pass to the tpcp cross-validation function.

Attributes:

cv_results_: The results of the cross-validation. This can be passed directly to the pandas DataFrame constructor to get a dataframe with the results.

See also

gaitmap_challenges.challenge_base.BaseChallenge: For common parameters and attributes of all challenges.

Methods

`clone`()	Create a new instance of the class with all parameters copied over.
`get_core_results`()	Get the main results of the challenge.
`get_params`([deep])	Get parameters for this algorithm.
`load_core_results`(folder_path)	Load the core results from a folder that have been stored using `save_core_results`.
`run`(optimizer)	Run the challenge.
`save_core_results`(folder_path)	Save the main results of the challenge to a folder.
`set_params`(**params)	Set the parameters of this Algorithm.

get_ground_truth_segmented_stride_list
get_imu_data
get_reference_parameter
get_scorer

__init__(dataset: Optional[Union[str, Path, EgaitParameterValidation2013]], cv_iterator: Optional[Union[int, BaseCrossValidator, Iterator]] = 5, cv_params: Optional[Dict] = None) → None[source]#

get_core_results() → ResultType[source]#: Get the main results of the challenge.

classmethod load_core_results(folder_path) → ResultType[source]#

Load the core results from a folder that have been stored using save_core_results.

The assumption is, that the output is identical to calling get_core_results on the challenge instance directly.

When implementing this method, make sure that it remains compatible with results saved using older versions of the challenge_class.

save_core_results(folder_path) → None[source]#: Save the main results of the challenge to a folder.

Challenge