%run "/Users/jsgalan/Desktop/Gama/test2.py"
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in greater
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in less
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:1831: RuntimeWarning: invalid value encountered in less_equal
  cond2 = cond0 & (x <= self.a)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in greater
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in less
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:1831: RuntimeWarning: invalid value encountered in less_equal
  cond2 = cond0 & (x <= self.a)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in greater
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in less
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:1831: RuntimeWarning: invalid value encountered in less_equal
  cond2 = cond0 & (x <= self.a)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in greater
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in less
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:1831: RuntimeWarning: invalid value encountered in less_equal
  cond2 = cond0 & (x <= self.a)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in greater
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in less
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:1831: RuntimeWarning: invalid value encountered in less_equal
  cond2 = cond0 & (x <= self.a)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in greater
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in less
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:1831: RuntimeWarning: invalid value encountered in less_equal
  cond2 = cond0 & (x <= self.a)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in greater
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in less
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:1831: RuntimeWarning: invalid value encountered in less_equal
  cond2 = cond0 & (x <= self.a)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in greater
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in less
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:1831: RuntimeWarning: invalid value encountered in less_equal
  cond2 = cond0 & (x <= self.a)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in greater
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in less
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:1831: RuntimeWarning: invalid value encountered in less_equal
  cond2 = cond0 & (x <= self.a)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in greater
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:877: RuntimeWarning: invalid value encountered in less
  return (self.a < x) & (x < self.b)
/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/scipy/stats/_distn_infrastructure.py:1831: RuntimeWarning: invalid value encountered in less_equal
  cond2 = cond0 & (x <= self.a)
Exception when fitting pipeline Pipeline(memory=None,
     steps=[('1', PolynomialFeatures(degree=2, include_bias=False, interaction_only=False)), ('0', LassoLarsCV(copy_X=True, cv='warn', eps=2.220446049250313e-16,
      fit_intercept=True, max_iter=500, max_n_alphas=1000, n_jobs=None,
      normalize=False, positive=False, precompute='auto', verbose=False))]) of the ensemble. Assigning weight of 0.
Traceback (most recent call last):
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/gama-0.1.dev0-py3.5.egg/gama/utilities/auto_ensemble.py", line 232, in fit_and_weight
    pipeline.fit(X, y)
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/pipeline.py", line 267, in fit
    self._final_estimator.fit(Xt, y, **fit_params)
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/linear_model/least_angle.py", line 1145, in fit
    for train, test in cv.split(X, y))
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/externals/joblib/parallel.py", line 983, in __call__
    if self.dispatch_one_batch(iterator):
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/externals/joblib/parallel.py", line 825, in dispatch_one_batch
    self._dispatch(tasks)
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/externals/joblib/parallel.py", line 782, in _dispatch
    job = self._backend.apply_async(batch, callback=cb)
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/externals/joblib/_parallel_backends.py", line 182, in apply_async
    result = ImmediateResult(func)
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/externals/joblib/_parallel_backends.py", line 545, in __init__
    self.results = batch()
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/externals/joblib/parallel.py", line 261, in __call__
    for func, args, kwargs in self.items]
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/externals/joblib/parallel.py", line 261, in <listcomp>
    for func, args, kwargs in self.items]
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/linear_model/least_angle.py", line 965, in _lars_path_residues
    positive=positive)
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/linear_model/least_angle.py", line 457, in lars_path
    Gram[:, i + 1])
stopit.utils.TimeoutException
Exception when fitting pipeline Pipeline(memory=None,
     steps=[('1', PolynomialFeatures(degree=2, include_bias=False, interaction_only=False)), ('0', LassoLarsCV(copy_X=True, cv='warn', eps=2.220446049250313e-16,
      fit_intercept=True, max_iter=500, max_n_alphas=1000, n_jobs=None,
      normalize=False, positive=False, precompute='auto', verbose=False))]) of the ensemble. Assigning weight of 0.
Traceback (most recent call last):
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/gama-0.1.dev0-py3.5.egg/gama/utilities/auto_ensemble.py", line 232, in fit_and_weight
    pipeline.fit(X, y)
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/pipeline.py", line 267, in fit
    self._final_estimator.fit(Xt, y, **fit_params)
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/linear_model/least_angle.py", line 1145, in fit
    for train, test in cv.split(X, y))
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/externals/joblib/parallel.py", line 983, in __call__
    if self.dispatch_one_batch(iterator):
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/externals/joblib/parallel.py", line 825, in dispatch_one_batch
    self._dispatch(tasks)
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/externals/joblib/parallel.py", line 782, in _dispatch
    job = self._backend.apply_async(batch, callback=cb)
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/externals/joblib/_parallel_backends.py", line 182, in apply_async
    result = ImmediateResult(func)
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/externals/joblib/_parallel_backends.py", line 545, in __init__
    self.results = batch()
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/externals/joblib/parallel.py", line 261, in __call__
    for func, args, kwargs in self.items]
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/externals/joblib/parallel.py", line 261, in <listcomp>
    for func, args, kwargs in self.items]
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/linear_model/least_angle.py", line 965, in _lars_path_residues
    positive=positive)
  File "/Users/jsgalan/Library/Enthought/Canopy/edm/envs/User/lib/python3.5/site-packages/sklearn/linear_model/least_angle.py", line 457, in lars_path
    Gram[:, i + 1])
stopit.utils.TimeoutException
MSE: 21.003585326851876