From: Robust Cardinality: a novel approach for cardinality prediction in SQL queries
Hyper-parameter
Evaluated values
max_depth
8, 16
num_leaves
32, 64, 128
n_estimators
1000, 5000, 10,000
learning_rate
0.01, 0.1