# scores on band level per file # merge scores using GMM/IsoForest # combine combine using mean # compute roc auc # 1. inputs: scorer function 80x80 -> 1x7 # 2. GMM: 1x7 -> 1x1 # 3. mean over all snippets # single score class Scorer: def __init__(self): pass class Evaluator: def __init__(self): pass