How to tune parameters in Random Forest, using Scikit Learn?

Question

class sklearn.ensemble.RandomForestClassifier(n_estimators=10,
                                              criterion=\'gini\', 
                                            


        

Answer 1

This wonderful article has a detailed explanation of tunable parameters, how to track performance vs speed trade-off, some practical tips, and how to perform grid-search.