finol.evaluation_layer.BenchmarkLoader¶

class finol.evaluation_layer.BenchmarkLoader(calculate_metric_output, economic_distillation_output)[source]¶

Class to load the benchmarks and perform comparisons.

Parameters:

calculate_metric_output (Dict) – Dictionary containing output from function calculate_metric().
economic_distillation_output (Dict) – Dictionary containing output from function economic_distillation().

Methods

`find_top_5_baselines`(df)	Find the top 5 baselines based on the provided Benchmark DataFrame.
`load_benchmark`()	Load benchmark data and update final profit results with model metrics.

find_top_5_baselines(df)[source]¶

Find the top 5 baselines based on the provided Benchmark DataFrame.

Parameters:: df (DataFrame) – Benchmark DataFrame containing all baselines.
Return type:: None

load_benchmark()[source]¶

Load benchmark data and update final profit results with model metrics.