idmtools_calibra.analyzers.rmse_analyzer module

class idmtools_calibra.analyzers.rmse_analyzer.RMSEAnalyzer(site, dependent_column, independent_column, output_filename='output.csv')

Bases: BaseCalibrationAnalyzer

map(data, item)

In parallel for each simulation/work item, consume raw data from filenames and emit selected data.

Parameters:

• data – A dictionary associating filename with content for simulation data.

• item – IItem object that the passed data is associated with.

Returns:

Selected data for the given simulation/work item.

static set_custom_cost_fn(user_cost_fn)

rmse(df, data_column, reference_column)

compare(sample, data_column, reference_column)

reduce(all_data)

Combine the simulation data into a single table for all analyzed simulations.