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
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
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