n_estimators,max_depth,val_macro_f1,fit_s 100,8,0.999891613206902,0.541968822479248 100,12,0.999945807021901,0.6174368858337402 100,16,0.999945807021901,0.5650405883789062 150,8,0.999891613206902,0.8142361640930176 150,12,0.999891613206902,0.7964298725128174 150,16,0.999945807021901,0.8590946197509766 300,8,0.999891613206902,1.487123727798462 300,12,0.999891613206902,1.6726353168487549 300,16,0.999891613206902,1.6389381885528564