TPOT output

[Scott]

Hi everyone,

I am trying to use TPOT to get an optimal model but Spider is saying the TPOT output is invalid syntax

TPOT output:

Best pipeline: ExtraTreesRegressor(ZeroCount(DecisionTreeRegressor(input_matrix, max_depth=1, min_samples_leaf=16, min_samples_split=8)), bootstrap=True, max_features=0.55, min_samples_leaf=10, min_samples_split=9, n_estimators=100)

from sklearn.ensemble import ExtraTreesRegressor
extra_trees = ExtraTreesRegressor((ZeroCount(DecisionTreeRegressor(input_matrix, max_depth=1, min_samples_leaf=16, min_samples_split=8)), bootstrap=True, max_features=0.55, min_samples_leaf=10, min_samples_split=9, n_estimators=100))
extra_trees.fit(credit_prepared, credit_labels)

When I hover my mouse over the extratreesregressor it does not have a lot of the hyper-parameters that TPOT is suggesting. How do I best interpret TPOT to get the optimal model?

Thanks