The minimum number of groups for any class cannot be less than 2 error












0












$begingroup$


cv_split = StratifiedShuffleSplit(n_splits=10, test_size=0.3, random_state=0)

# Performing cross-validation to estimate the performance of the models
for idx, est in enumerate(estimator):

cv_results = cross_validate(est[1](), x_value, y_value, cv=cv_split)


I got following error from this code




ValueError: The least populated class in y has only 1 member, which is
too few. The minimum number of groups for any class cannot be less
than 2.




and my y_value looks like

y_value = array([221900, 180000, 510000, ..., 360000, 400000, 325000])



I used this method before and y_value has the same shape as before.









share









$endgroup$

















    0












    $begingroup$


    cv_split = StratifiedShuffleSplit(n_splits=10, test_size=0.3, random_state=0)

    # Performing cross-validation to estimate the performance of the models
    for idx, est in enumerate(estimator):

    cv_results = cross_validate(est[1](), x_value, y_value, cv=cv_split)


    I got following error from this code




    ValueError: The least populated class in y has only 1 member, which is
    too few. The minimum number of groups for any class cannot be less
    than 2.




    and my y_value looks like

    y_value = array([221900, 180000, 510000, ..., 360000, 400000, 325000])



    I used this method before and y_value has the same shape as before.









    share









    $endgroup$















      0












      0








      0





      $begingroup$


      cv_split = StratifiedShuffleSplit(n_splits=10, test_size=0.3, random_state=0)

      # Performing cross-validation to estimate the performance of the models
      for idx, est in enumerate(estimator):

      cv_results = cross_validate(est[1](), x_value, y_value, cv=cv_split)


      I got following error from this code




      ValueError: The least populated class in y has only 1 member, which is
      too few. The minimum number of groups for any class cannot be less
      than 2.




      and my y_value looks like

      y_value = array([221900, 180000, 510000, ..., 360000, 400000, 325000])



      I used this method before and y_value has the same shape as before.









      share









      $endgroup$




      cv_split = StratifiedShuffleSplit(n_splits=10, test_size=0.3, random_state=0)

      # Performing cross-validation to estimate the performance of the models
      for idx, est in enumerate(estimator):

      cv_results = cross_validate(est[1](), x_value, y_value, cv=cv_split)


      I got following error from this code




      ValueError: The least populated class in y has only 1 member, which is
      too few. The minimum number of groups for any class cannot be less
      than 2.




      and my y_value looks like

      y_value = array([221900, 180000, 510000, ..., 360000, 400000, 325000])



      I used this method before and y_value has the same shape as before.







      python data-mining cross-validation





      share












      share










      share



      share










      asked 8 mins ago









      monkmonk

      113




      113






















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