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Angelos Chatzimparmpas's Projects

deforestvis icon deforestvis

DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision StumpsUnder Development

featureenvi icon featureenvi

FeatureEnVi: Visual Analytics for Feature Engineering Using Stepwise Selection and Semi-Automatic Extraction Approaches

hardvis icon hardvis

HardVis: Visual Analytics to Handle Instance Hardness Using Undersampling and Oversampling Techniques

stackgenvis icon stackgenvis

StackGenVis: Alignment of Data, Algorithms, and Models for Stacking Ensemble Learning Using Performance Metrics

t-visne icon t-visne

t-viSNE: Interactive Assessment and Interpretation of t-SNE Projections

visevol icon visevol

VisEvol: Visual Analytics to Support Hyperparameter Search through Evolutionary Optimization

visruler icon visruler

VisRuler: Visual Analytics for Extracting Decision Rules from Bagged and Boosted Decision Trees

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