syndi.benchmark

Benchmark

Status(value)

An enumeration.

Results_Table(output_dir, tasks, metrics)

benchmark(tasks[, metrics, …])

benchmark function

summarize_sampling_method(metric, result_df, …)

returns dataframe of top row (sorted by metric) for each sampling_method in result_df.

summarize_classifier(metric, result_df, …)

returns dataframe of top row (sorted by metric) for each classifier in result_df.

summarize_generator(metric, result_df, …)

returns dataframe of top row (sorted by metric) for each generator in result_df.

summarize_top_n(n, metric, result_df, output_dir)

returns dataframe of top n rows in result_df sorted by metric.

summarize_results(n, metric, result_df, …)