Improve UI with Standardized Explorer/Converter Display Names#315
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cristian-tamblay
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Oct 2, 2025
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This pull request standardizes and improves the user-facing display names for a wide range of data transformers and converters in the codebase. By adding a
DISPLAY_NAMEattribute to many converter classes, it ensures that each transformation step can be clearly and consistently identified in user interfaces or logs.User Interface Improvements:
DISPLAY_NAMEattribute to the following converter classes, providing clear and standardized names for UI display:ColumnRemover("Column Remover")NanRemover("NaN Remover")CharacterReplacer("Character Replacer")FastICA("Fast ICA")IncrementalPCA("Incremental PCA")PCA("Principal Component Analysis (PCA)")ConverterChain("Converter Chain")TruncatedSVD("Truncated SVD")Binarizer("Binarizer")LabelBinarizer("Label Binarizer")LabelEncoder("Label Encoder")MaxAbsScaler("Max Abs Scaler")MinMaxScaler("Min-Max Scaler")Normalizer("Normalizer")OneHotEncoder("One-Hot Encoder")OrdinalEncoder("Ordinal Encoder")PolynomialFeatures("Polynomial Features")StandardScaler("Standard Scaler")Embedding("Embedding")VarianceThreshold("Variance Threshold")SimpleImputer("Simple Imputer")MissingIndicator("Missing Indicator")KNNImputer("KNN Imputer")AdditiveChi2Sampler("Additive Chi² Sampler")RBFSampler("RBF Sampler")SkewedChi2Sampler("Skewed Chi² Sampler")GenericUnivariateSelect("Generic Univariate Select")SelectPercentile("Select Percentile")SelectKBest("Select K Best")SelectFpr("Select FPR")SelectFdr("Select FDR")SelectFwe("Select FWE")Nystroem("Nystroem Approximation")SMOTEConverter("SMOTE (Oversampling)")SMOTEENNConverter("SMOTE-ENN (Hybrid Sampling)")RandomUnderSamplerConverter("Random Under-Sampler")These changes will make the pipeline steps more understandable and user-friendly, especially when rendered in front-end components or logs.