Table 1 Hyper-parameters and their values
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 |