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Patch(color=cmap_cv(0.9)), Patch(color=cmap_cv(0.5)), Patch(color=cmap_cv(0.02)), + Patch(color=cmap_cv(0.9)), ], [ - "Testing samples\n(reserved for\nouter evaluation)", "Training samples", - "Validation samples", + "Validation samples\n(for hyperparameter\ntuning)", + "Testing samples\n(reserved for\nfinal evaluation)", ], - loc=(1.06, 0.85), + loc=(1.07, 0.77), + labelspacing = 1, ) return ax From a3395d9042963274f5139d83f8a8a1964f423958 Mon Sep 17 00:00:00 2001 From: ArturoAmorQ Date: Tue, 30 Apr 2024 18:33:14 +0200 Subject: [PATCH 3/3] Better represent refitting and evaluation process --- .../cross_validation_train_test_diagram.png | Bin 53020 -> 60248 bytes figures/nested_cross_validation_diagram.png | Bin 75850 -> 114661 bytes figures/plot_parameter_tuning_cv.py | 155 ++++++++++++------ 3 files changed, 102 insertions(+), 53 deletions(-) diff --git a/figures/cross_validation_train_test_diagram.png b/figures/cross_validation_train_test_diagram.png index 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