Thesis-NoiseDetection-26-attributes/optimization/utils/SurrogateAnalysis.py

# quick object for surrogate logging data
class SurrogateAnalysisMono():

    def __init__(self, time, every_ls, r2, mae, evaluations, n_local_search):
        self._time = time
        self._every_ls = every_ls
        self._r2 = r2
        self._mae = mae
        self._evaluations = evaluations
        self._n_local_search = n_local_search


class SurrogateAnalysisMulti():

    def __init__(self, time, every_ls, r2_scores, r2, mae_scores, mae, evaluations, n_local_search):
        self._time = time
        self._every_ls = every_ls
        self._r2_scores = r2_scores
        self._r2 = r2
        self._mae_scores = mae_scores
        self._mae = mae
        self._evaluations = evaluations
        self._n_local_search = n_local_search