ظهور الخطأ ValueError: Cannot have number of splits n_splits greater than the number of samples أثناء محاولة تقسيم البيانات باستخدم RepeatedKFold

أحاول تقسيم البيانات باستخدام RepeatedKFold لكن يظهر لي الخطأ التالي:

import numpy as np
from sklearn.model_selection import RepeatedKFold
X = np.array([[3, 32], [2, 9], [15, 8]])
y = np.array([11, 22, 33])
rkf = RepeatedKFold(n_splits=4, n_repeats=4, random_state=44)
for train_index, test_index in rkf.split(X):
    print("TRAIN:", train_index, "TEST:", test_index)
    X_train, X_test = X[train_index], X[test_index]
    y_train, y_test = y[train_index], y[test_index]
---------------------------------------------------------------------------
ValueError                                Traceback (most recent call last)
<ipython-input-30-da9fc9c92435> in <module>
      4 y = np.array([11, 22, 33])
      5 rkf = RepeatedKFold(n_splits=4, n_repeats=4, random_state=44)
----> 6 for train_index, test_index in rkf.split(X):
      7     print("TRAIN:", train_index, "TEST:", test_index)
      8     X_train, X_test = X[train_index], X[test_index]

~\anaconda3\lib\site-packages\sklearn\model_selection\_split.py in split(self, X, y, groups)
   1145             cv = self.cv(random_state=rng, shuffle=True,
   1146                          **self.cvargs)
-> 1147             for train_index, test_index in cv.split(X, y, groups):
   1148                 yield train_index, test_index
   1149 

~\anaconda3\lib\site-packages\sklearn\model_selection\_split.py in split(self, X, y, groups)
    331                 ("Cannot have number of splits n_splits={0} greater"
    332                  " than the number of samples: n_samples={1}.")
--> 333                 .format(self.n_splits, n_samples))
    334 
    335         for train, test in super().split(X, y, groups):

ValueError: Cannot have number of splits n_splits=4 greater than the number of samples: n_samples=3.