f1c220bd87fb50668974f60b1309fc4a5814ebe6,examples/benchmarking_large/benchmarking_large.py,,,#,27

Before Change

// We ignore encoders {BackwardDifferenceEncoder, HelmertEncoder, PolynomialEncoder and SumEncoder} because of:
//   https://github.com/scikit-learn-contrib/categorical-encoding/issues/91
encoders = [category_encoders.BaseNEncoder(), category_encoders.OneHotEncoder(), category_encoders.BinaryEncoder(),
            category_encoders.HashingEncoder(), category_encoders.OrdinalEncoder(), category_encoders.TargetEncoder(),
            category_encoders.LeaveOneOutEncoder(), category_encoders.WOEEncoder()]

// Initialization
if os.path.isfile("./output/result.csv"):
    os.remove("./output/result.csv")

After Change

// We ignore encoders {BackwardDifferenceEncoder, HelmertEncoder, PolynomialEncoder and SumEncoder} because of:
//   https://github.com/scikit-learn-contrib/categorical-encoding/issues/91
encoders = [ category_encoders.TargetEncoderV2()]

// Initialization
if os.path.isfile("./output/result.csv"):
    os.remove("./output/result.csv")

Instances