Out[4]:

Report for pipelines.ridge

Params:  {'reg__alpha': [0.5, 1.0, 1.5, 2.0, 3.0]}

Pipeline(memory=None,
         steps=[('scaler',
                 StandardScaler(copy=True, with_mean=True, with_std=True)),
                ('reg',
                 Ridge(alpha=1.0, copy_X=True, fit_intercept=True,
                       max_iter=None, normalize=False, random_state=None,
                       solver='auto', tol=0.001))],
         verbose=False)
Out[9]:
Text(0, 0.5, 'Actual')
Out[10]:
Text(0, 0.5, 'Residual')
Out[11]:
Text(0.5, 1.0, 'Residual distribution')
MAE: 4.19
MSE: 36.43