XS (1,000 x 10)
n_iter=100, max_leaf_nodes=31, max_features=1.0
S (1,000 x 100)
n_iter=100, max_leaf_nodes=31, max_features=0.5
S-thin (5,000 x 10)
n_iter=100, max_leaf_nodes=31, max_features=1.0
M (20,000 x 50)
n_iter=100, max_leaf_nodes=31, max_features=0.5
amazon_employee_access (26,215 x 9)
n_iter=150, max_leaf_nodes=31, 9 categorical, min_samples_leaf=20
kddcup09_churn (40,000 x 207)
n_iter=150, max_leaf_nodes=15, 34 categorical, min_samples_leaf=50
M-very-thin (50,000 x 5)
n_iter=100, max_leaf_nodes=31, max_features=1.0
L-leaf255 (100,000 x 100)
n_iter=20, max_leaf_nodes=255, max_features=0.5
L (100,000 x 100)
n_iter=100, max_leaf_nodes=31, max_features=0.5
M-stumps (200,000 x 100)
n_iter=100, max_leaf_nodes=2, max_features=0.5
year_prediction_msd (463,810 x 90)
n_iter=200, max_leaf_nodes=127, min_samples_leaf=5
covtype (464,809 x 12)
n_iter=200, max_leaf_nodes=127, 2 categorical, min_samples_leaf=5
L-thin (500,000 x 10)
n_iter=100, max_leaf_nodes=31, max_features=1.0
L-stumps (1,000,000 x 100)
n_iter=100, max_leaf_nodes=2, max_features=0.5
susy (4,500,000 x 18)
n_iter=200, max_leaf_nodes=127, min_samples_leaf=5