Example #1
0
def uci_whitewine_joint():
    data_loader = data.UCI(
        data.Config(dir='data',
                    normalize=True,
                    x_slice=slice(0),
                    y_slice=slice(None),
                    uniqueness_threshold=0.05).add_param(
                        'file',
                        "winequality-white.csv").add_param('delimiter', ';'))
    data_loader.load_data()
    return data_loader
Example #2
0
def uci_parkinsons_joint():
    data_loader = data.UCI(
        data.Config(dir='data',
                    normalize=True,
                    x_slice=slice(0),
                    y_slice=slice(None),
                    uniqueness_threshold=0.05).add_param(
                        'file', "parkinsons_updrs_processed.data").add_param(
                            'delimiter', ','))
    data_loader.load_data()
    return data_loader
Example #3
0
def uci_redwine():
    data_loader = data.UCI(
        data.Config(dir='data',
                    normalize=True,
                    x_slice=slice(None, -2),
                    y_slice=slice(-2, None),
                    uniquenessThreshold=0.05).add_param(
                        'file',
                        "winequality-red.csv").add_param('delimiter', ';'))
    data_loader.load_data()
    return data_loader