teddy4445 / Explainable-Anomaly-Detection

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Research metric's class #4

Closed teddy4445 closed 1 year ago

teddy4445 commented 1 year ago

Develop a class with a list of static methods that stands for the possible "anomaly feature explanation score". Currently, implement only the metric currently shown in Def 1 in the paper .

Formally, a function with the signature: """ def afes(d: pd.DataFrame, s: list, f_sim: list, f_diff: list, sim) -> float """ where "sim" is a function as follows: """ def sim(d: pd.DataFrame, s: list) -> float """

teddy4445 commented 1 year ago

Addressed and organized in #10