dataeval.metrics.stats.LabelStatsOutput¶

class dataeval.metrics.stats.LabelStatsOutput¶

Output class for labelstats() stats metric.

label_counts_per_class¶

Dictionary whose keys are the different label classes and values are total counts of each class

Type:¶

dict[int, int]

label_counts_per_image¶

Number of labels per image

Type:¶

list[int]

image_counts_per_class¶

Dictionary whose keys are the different label classes and values are total counts of each image the class is present in

Type:¶

dict[int, int]

image_indices_per_class¶

Dictionary whose keys are the different label classes and values are lists containing the images that have that label

Type:¶

dict[int, list]

image_count¶

Total number of images present

Type:¶

int

class_count¶

Total number of classes present

Type:¶

int

label_count¶

Total number of labels present

Type:¶

int

class_names¶

Type:¶

list[str]

to_dataframe()¶

Exports the label statistics output results to a pandas DataFrame.

Notes

This method requires pandas to be installed.

Return type:¶

pd.DataFrame

to_table()¶

Formats the label statistics output results as a table.

Return type:¶

str

property meta : ExecutionMetadata¶

Metadata about the execution of the function or method for the Output class.

Return type:¶

ExecutionMetadata