2023-02-28 10:47:59 +01:00
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Search.setIndex({"docnames": ["Datasets", "Evaluation", "ExplicitLossMinimization", "Home", "Installation", "Methods", "Model-Selection", "Plotting", "Protocols", "index", "modules", "quapy", "quapy.classification", "quapy.data", "quapy.method"], "filenames": ["Datasets.md", "Evaluation.md", "ExplicitLossMinimization.md", "Home.md", "Installation.rst", "Methods.md", "Model-Selection.md", "Plotting.md", "Protocols.md", "index.rst", "modules.rst", "quapy.rst", "quapy.classification.rst", "quapy.data.rst", "quapy.method.rst"], "titles": ["Datasets", "Evaluation", "Explicit Loss Minimization", "<no title>", "Installation", "Quantification Methods", "Model Selection", "Plotting", "Protocols", "Welcome to QuaPy\u2019s documentation!", "quapy", "quapy package", "quapy.classification package", "quapy.data package", "quapy.method package"], "terms": {"quapi": [0, 1, 2, 3, 4, 5, 6, 7, 8], "make": [0, 2, 5, 11, 14], "avail": [0, 1, 2, 4, 5, 7, 9, 12, 14], "sever": [0, 2, 13], "have": [0, 1, 4, 5, 6, 7, 8, 11, 13, 14], "been": [0, 5, 6, 7, 8, 11, 12, 13, 14], "us": [0, 1, 5, 6, 7, 8, 9, 11, 12, 13, 14], "quantif": [0, 1, 2, 8, 9, 11, 12, 13, 14], "literatur": [0, 1, 6, 8, 9], "well": [0, 5, 7, 14], "an": [0, 1, 2, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14], "interfac": [0, 1, 5, 14], "allow": [0, 2, 4, 5, 7, 8, 11, 12, 13, 14], "anyon": 0, "import": [0, 5, 6, 7, 8, 9, 13, 14], "A": [0, 1, 5, 11, 12, 13, 14], "object": [0, 8, 11, 12, 13, 14], "i": [0, 1, 2, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14], "roughli": 0, "pair": [0, 11], "labelledcollect": [0, 5, 6, 8, 11, 13, 14], "one": [0, 1, 2, 5, 6, 7, 8, 11, 13, 14], "plai": 0, "role": 0, "train": [0, 1, 5, 6, 7, 8, 9, 11, 12, 13, 14], "set": [0, 1, 5, 6, 7, 8, 9, 11, 12, 13, 14], "anoth": [0, 1, 5, 7, 8, 11], "test": [0, 1, 5, 6, 7, 8, 9, 11, 12, 13, 14], "class": [0, 1, 5, 6, 7, 8, 9, 11, 12, 13, 14], "consist": [0, 6, 7, 8, 11, 12, 13, 14], "iter": [0, 11, 13, 14], "instanc": [0, 1, 5, 6, 7, 8, 9, 11, 12, 13, 14], "label": [0, 5, 6, 7, 8, 9, 11, 12, 13, 14], "thi": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 11, 12, 13, 14], "handl": 0, "most": [0, 1, 5, 7, 8, 9, 11, 13, 14], "sampl": [0, 1, 5, 6, 7, 9, 11, 12, 13, 14], "function": [0, 1, 5, 6, 7, 8, 9, 10, 12, 13, 14], "take": [0, 5, 7, 8, 11, 13, 14], "look": [0, 5, 7, 14], "follow": [0, 1, 5, 6, 7, 8, 9, 11, 14], "code": [0, 1, 2, 5, 6, 7, 8, 12], "qp": [0, 1, 5, 6, 7, 8, 9, 11, 13, 14], "f": [0, 1, 5, 6, 7, 8, 9, 13], "1st": 0, "posit": [0, 5, 7, 11, 13, 14], "document": [0, 5, 7, 12, 13, 14], "2nd": 0, "onli": [0, 1, 5, 7, 11, 12, 13, 14], "neg": [0, 7, 11, 14], "neutral": 0, "3rd": 0, "2": [0, 1, 5, 6, 7, 8, 11, 13, 14], "0": [0, 1, 5, 6, 7, 8, 11, 12, 13, 14], "1": [0, 1, 5, 6, 7, 8, 9, 11, 12, 13, 14], "print": [0, 1, 5, 6, 8, 9, 12, 13], "strprev": [0, 1, 11], "preval": [0, 1, 5, 6, 7, 9, 11, 12, 13, 14], "prec": [0, 11], "output": [0, 1, 5, 6, 8, 11, 12, 13, 14], "show": [0, 3, 5, 6, 7, 8, 11, 12, 13, 14], "digit": 0, "precis": [0, 11], "17": [0, 5], "50": [0, 7, 11, 14], "33": [0, 7, 11], "One": [0, 1, 5, 8, 14], "can": [0, 1, 4, 5, 6, 7, 8, 11, 13, 14], "easili": [0, 4, 7, 12], "produc": [0, 1, 7, 8, 11], "new": [0, 5, 8, 11, 12, 13], "desir": [0, 1, 5, 8, 11, 13], "sample_s": [0, 1, 5, 6, 7, 8, 11, 14], "10": [0, 6, 7, 8, 11, 12, 14], "prev": [0, 1, 8, 11, 13], "4": [0, 1, 5, 6, 7, 8, 9, 13, 14], "5": [0, 1, 5, 6, 7, 8, 11, 12, 13, 14], "which": [0, 1, 5, 6, 7, 11, 12, 13, 14], "40": [0, 5, 14], "made": [0, 2, 4, 11, 13, 14], "across": [0, 6, 7, 9, 11, 14], "differ": [0, 5, 6, 7, 8, 9, 11, 13, 14], "run": [0, 2, 4, 5, 7, 11, 13, 14], "e": [0, 1, 5, 6, 7, 8, 9, 11, 12, 13, 14], "g": [0, 1, 5, 6, 8, 9, 11, 13, 14], "method": [0, 1, 2, 3, 6, 7, 8, 9, 11], "same": [0, 5, 6, 7, 8, 11, 13, 14], "exact": [0, 8, 13], "retain": [0, 5, 12, 14], "index": [0, 5, 9, 11, 12, 13, 14], "gener": [0, 1, 5, 6, 7, 8, 11, 12, 13, 14], "sampling_index": [0, 13], "sampling_from_index": [0, 13], "also": [0, 1, 2, 4, 5, 6, 7, 8, 9, 11, 12], "implement": [0, 1, 5, 6, 7, 8, 9, 11, 12, 13, 14], "artifici": [5, 6, 7, 9, 11], "protocol": [0, 3, 5, 6, 7, 9, 10, 13, 14], "v
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