2023-02-13 19:27:48 +01:00
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Search.setIndex({"docnames": ["Datasets", "Evaluation", "Installation", "Methods", "Model-Selection", "Plotting", "index", "modules", "quapy", "quapy.classification", "quapy.data", "quapy.method"], "filenames": ["Datasets.md", "Evaluation.md", "Installation.rst", "Methods.md", "Model-Selection.md", "Plotting.md", "index.rst", "modules.rst", "quapy.rst", "quapy.classification.rst", "quapy.data.rst", "quapy.method.rst"], "titles": ["Datasets", "Evaluation", "Installation", "Quantification Methods", "Model Selection", "Plotting", "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], "make": [0, 1, 3, 8, 11], "avail": [0, 1, 2, 3, 5, 6, 9, 11], "sever": [0, 10], "have": [0, 1, 2, 3, 4, 5, 8, 10, 11], "been": [0, 3, 4, 5, 8, 9, 10, 11], "us": [0, 1, 3, 4, 5, 6, 8, 9, 10, 11], "quantif": [0, 1, 6, 8, 9, 10, 11], "literatur": [0, 1, 4, 6], "well": [0, 3, 4, 5, 11], "an": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 11], "interfac": [0, 1, 11], "allow": [0, 1, 2, 3, 5, 8, 9, 10, 11], "anyon": 0, "import": [0, 1, 3, 4, 5, 6, 10, 11], "A": [0, 3, 8, 9, 10, 11], "object": [0, 8, 9, 10, 11], "i": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 11], "roughli": 0, "pair": [0, 8], "labelledcollect": [0, 3, 4, 8, 10, 11], "one": [0, 1, 3, 4, 5, 8, 10, 11], "plai": 0, "role": 0, "train": [0, 1, 3, 4, 5, 6, 8, 9, 10, 11], "set": [0, 1, 3, 4, 5, 6, 8, 9, 10, 11], "anoth": [0, 1, 3, 5, 8, 10], "test": [0, 1, 3, 4, 5, 6, 8, 9, 10, 11], "class": [0, 1, 3, 4, 5, 6, 8, 9, 10, 11], "consist": [0, 4, 5, 8, 9, 10, 11], "iter": [0, 8, 11], "instanc": [0, 3, 4, 5, 6, 8, 9, 10, 11], "label": [0, 3, 4, 5, 6, 8, 9, 10, 11], "thi": [0, 1, 2, 3, 4, 5, 6, 8, 9, 10, 11], "handl": 0, "most": [0, 3, 5, 6, 8, 10, 11], "sampl": [0, 1, 3, 4, 5, 6, 8, 9, 10, 11], "function": [0, 1, 3, 4, 5, 6, 7, 9, 10, 11], "take": [0, 3, 5, 8, 10, 11], "look": [0, 1, 3, 5, 11], "follow": [0, 1, 3, 4, 5, 6, 8, 11], "code": [0, 3, 4, 5, 9], "qp": [0, 1, 3, 4, 5, 6, 8, 10, 11], "f": [0, 1, 3, 4, 5, 6, 10], "1st": 0, "posit": [0, 3, 5, 8, 10, 11], "document": [0, 1, 3, 5, 9, 10, 11], "2nd": 0, "onli": [0, 3, 5, 8, 9, 10, 11], "neg": [0, 5, 8, 11], "neutral": 0, "3rd": 0, "2": [0, 1, 3, 5, 8, 10, 11], "0": [0, 1, 3, 4, 5, 8, 9, 10, 11], "1": [0, 1, 3, 4, 5, 8, 9, 10, 11], "print": [0, 1, 3, 4, 6, 9, 10], "strprev": [0, 1, 8], "preval": [0, 1, 3, 4, 5, 6, 8, 9, 10, 11], "prec": [0, 8], "output": [0, 1, 3, 4, 8, 9, 10, 11], "show": [0, 1, 3, 4, 5, 8, 9, 10, 11], "digit": 0, "precis": [0, 1, 8], "17": 0, "50": [0, 5, 8, 11], "33": [0, 5, 8], "One": [0, 1, 3, 11], "can": [0, 1, 2, 3, 4, 5, 8, 10, 11], "easili": [0, 2, 5, 9], "produc": [0, 1, 5, 8], "new": [0, 3, 8, 9, 10], "desir": [0, 1, 10], "sample_s": [0, 1, 3, 4, 5, 8, 11], "10": [0, 1, 4, 5, 8, 9, 11], "prev": [0, 1, 8, 10], "4": [0, 1, 3, 4, 5, 10, 11], "5": [0, 1, 3, 4, 5, 8, 9, 10, 11], "which": [0, 1, 3, 4, 5, 8, 9, 10, 11], "40": [0, 3, 4, 11], "made": [0, 2, 8, 10, 11], "across": [0, 1, 4, 5, 6, 8, 11], "differ": [0, 1, 3, 4, 5, 6, 8, 10, 11], "run": [0, 1, 2, 3, 4, 5, 8, 10, 11], "e": [0, 1, 3, 4, 5, 6, 8, 9, 10, 11], "g": [0, 1, 3, 4, 6, 8, 10, 11], "method": [0, 1, 4, 5, 6, 8], "same": [0, 3, 5, 8, 10, 11], "exact": [0, 10], "retain": [0, 3, 9, 11], "index": [0, 3, 6, 8, 9, 10, 11], "gener": [0, 1, 3, 4, 5, 8, 9, 10, 11], "sampling_index": [0, 10], "sampling_from_index": [0, 10], "also": [0, 1, 2, 3, 5, 6, 8, 9], "implement": [0, 1, 3, 4, 5, 6, 8, 9, 10, 11], "artifici": [0, 1, 3, 4, 5, 6, 8], "protocol": [0, 3, 4, 5, 6, 7, 10, 11], "via": [0, 2, 3, 8, 9, 11], "python": [0, 6], "": [0, 1, 3, 4, 5, 8, 9, 10, 11], "seri": [0, 10], "equidist": [0, 8], "rang": [0, 5, 8, 11], "entir": [0, 3, 4, 5, 8], "spectrum": [0, 1, 4, 5, 8], "simplex": [0, 8], "space": [0, 4, 8, 9], "artificial_sampling_gener": 0, "100": [0, 1, 3, 4, 5, 8, 9, 10, 11], "n_preval": [0, 8], "each": [0, 1, 3, 4, 5, 8, 9, 10, 11], "valid": [0, 1, 3, 4, 5, 8, 9, 10, 11], "combin": [0, 1, 4, 8, 11], "origin": [0, 3, 8, 10], "from": [0, 1, 3, 4, 5, 6, 8, 9, 10
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