added example of structured search spaces

This commit is contained in:
Marc Claesen
2015-07-03 20:05:21 +02:00
parent 90925847a6
commit 951e1eedba
@@ -81,7 +81,7 @@ def compute_roc_tuned(x_train, y_train, x_test, y_test):
return optunity.metrics.roc_auc(y_test, decision_values)
# optimize parameters
optimal_pars, _, _ = optunity.maximize_structured(inner_cv, space, 50, pmap=optunity.pmap)
optimal_pars, _, _ = optunity.maximize_structured(inner_cv, space, 70, pmap=optunity.pmap)
print('optimal parameters after tuning %s' % str(optimal_pars))
# if you are running this in IPython, optunity.pmap will not work
# more info at: https://github.com/claesenm/optunity/issues/8