params = {'pop_size': 1000, 'gens': 250, 'ml': 'LinearRidgeRegression', 'classification': False, 'verbosity': 0, 'max_stall': 100, 'sel': 'lexicase', 'surv': 'nsga2', 'cross_rate': 0.75, 'root_xo_rate': 0.5, 'otype': 'a', 'functions': '', 'max_depth': 6, 'max_dim': 10, 'random_state': 29802, 'erc': False, 'obj': 'fitness,complexity', 'shuffle': True, 'split': 0.75, 'fb': 0.5, 'scorer': '', 'feature_names': '', 'backprop': True, 'iters': 1, 'lr': 0.1, 'batch_size': 100, 'n_jobs': 1, 'hillclimb': False, 'logfile': '', 'max_time': 7200, 'residual_xo': False, 'stagewise_xo': False, 'stagewise_xo_tol': False, 'softmax_norm': False, 'save_pop': 0, 'normalize': True, 'val_from_arch': True, 'corr_delete_mutate': True, 'simplify': 0.005, 'protected_groups': '', 'tune_initial': False, 'tune_final': True, 'starting_pop': ''}
