mirror of
https://github.com/Doctorado-ML/STree.git
synced 2025-08-15 23:46:02 +00:00
11 lines
452 B
Python
11 lines
452 B
Python
from trees.Stree import Stree
|
|
from sklearn.datasets import make_classification
|
|
|
|
random_state = 1
|
|
X, y = make_classification(n_samples=1500, n_features=3, n_informative=3,
|
|
n_redundant=0, n_repeated=0, n_classes=2, n_clusters_per_class=2,
|
|
class_sep=1.5, flip_y=0,weights=[0.5,0.5], random_state=random_state)
|
|
model = Stree(random_state=random_state)
|
|
model.fit(X, y)
|
|
model.show_outcomes()
|
|
model.save_sub_datasets() |