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[10, 11, 13], "xmlb_tabular_model": [10, 11, 13, 15], "xnor": 13, "xplain": 1, "xx": [11, 13], "xxx": 9, "y": [1, 9, 10, 11, 13, 15], "y_i": 10, "y_j": 10, "y_max": [11, 13], "y_min": [11, 13], "y_quartiles_m": [11, 13], "yann": 1, "year": [11, 15], "yellow": [11, 13], "yield": [9, 11], "ylim": [10, 11], "you": [1, 3, 4, 5, 9, 10, 11, 13, 15], "your": [10, 11], "yourself": [8, 9, 16], "yr": 11, "ython": 1, "yy": [11, 13], "z": [11, 13], "z_norm": [11, 13], "zero": [9, 10, 11], "zeros_lik": [11, 13], "zhang": [1, 16], "zip": 10, "\u00e7": 1, "\u00eb": 1, "\u00fc": 1}, "titles": ["eXplainable Machine Learning", "Bibliography", "Index", "Meta-Explainers", "<span class=\"section-number\">1.5.2. </span>Investigating Linear Surrogate Explainers of Tabular Data", "<span class=\"section-number\">1.5.1. </span>Surrogate Explainer of Tabular Data", "<span class=\"section-number\">1.5. </span>Interactive Examples", "<span class=\"section-number\">1.3. </span>Image Surrogates", "<span class=\"section-number\">1. </span>Surrogates", "<span class=\"section-number\">1.1. </span>Overview", "<span class=\"section-number\">1.4.2. </span>Data Sampling", "<span class=\"section-number\">1.4.3. </span>Explanation Generation", "<span class=\"section-number\">1.4. </span>Tabular Surrogates", "<span class=\"section-number\">1.4.1. </span>Binary Interpretable Representations for Tabular Data", "<span class=\"section-number\">1.2. </span>Text Surrogates", "Modules, Data Sets and Models", "Glossary", "Preface", "Preliminary Information"], "titleterms": {"1": 13, "2": 13, "One": 9, "across": 9, "addit": 9, "algorithm": 9, "an": [10, 11, 13], "base": [11, 13], "between": 15, "bibliographi": 1, "bike": [10, 11, 13, 15], "binari": 13, "binaris": [11, 13], "black": [10, 11], "blimei": 9, "block": 9, "book": 3, "box": [10, 11], "build": [9, 11], "caveat": 9, "choos": [10, 11], "class": [9, 10], "comparison": 10, "complex": 9, "cover": 3, "data": [4, 5, 9, 10, 11, 13, 14, 15], "decis": 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