as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
system
train a svm model for the given dataset.
user
import numpy as np
from sklearn.svm import svc

# load the dataset
x = np.load('data/x.npy')
y = np.load('data/y.npy')

# train the model 
clf = svc()
clf.fit(x, y)
assistant