[BUG] RFClassifier of regression data, kills kernel - ideally it should error?

[zard444]

Describe the bug running code kills kernal

Steps/Code to reproduce bug

import cupy
from cuml.datasets import make_regression
from cuml.ensemble import RandomForestClassifier
X, y = make_regression(n_samples=2000, n_features=100, noise=0.1)
model = RandomForestClassifier()
model.fit(X, cupy.ravel(y))

Expected behavior Ideally an error to say its incorrect dtype?

• Environment location: [WSL2]
• Linux Distro/Architecture: [Ubuntu 22.04]
• GPU Model/Driver: [GTX1650 and driver 556.12]
• CUDA: [12.5]
• Method of cuDF & cuML install: [conda]

Additional context jupyter lab

[dantegd]

Thanks for the issue @zard444, will try to look into it, not sure what could be the issue, it could be the small memory of the 1650, but I’m not sure of that.