score evaluation_time best min_examples categorical_algorithm growing_strategy max_depth use_hessian_gain shrinkage num_candidate_attributes_ratio max_num_nodes
0 -0.590370 2.080748 False 7 CART LOCAL 3.0 true 0.15 0.2 NaN
1 -0.583674 2.107974 False 5 CART LOCAL 8.0 true 0.15 0.2 NaN
2 -0.581734 3.304178 False 10 CART LOCAL 3.0 true 0.15 1.0 NaN
3 -0.585214 3.441370 False 10 RANDOM LOCAL 3.0 true 0.15 0.5 NaN
4 -0.588227 3.881257 False 7 CART BEST_FIRST_GLOBAL NaN false 0.10 0.2 64.0