Python Forum
ValueError: Found input variables with inconsistent numbers of samples: [5, 6]
Thread Rating:
  • 0 Vote(s) - 0 Average
  • 1
  • 2
  • 3
  • 4
  • 5
ValueError: Found input variables with inconsistent numbers of samples: [5, 6]
#3
The full output is;

Error:
(5, 9) (6,) --------------------------------------------------------------------------- ValueError Traceback (most recent call last) <ipython-input-65-67c92addcc9a> in <module> 82 # experiment with "test_size" 83 # to get better results ---> 84 X_train, X_test, y_train, y_test = train_test_split(X, y, test_size = 0.25) 85 print(X_train.shape) 86 print(y_train.shape) ~\Anaconda3\lib\site-packages\sklearn\model_selection\_split.py in train_test_split(*arrays, **options) 2094 raise TypeError("Invalid parameters passed: %s" % str(options)) 2095 -> 2096 arrays = indexable(*arrays) 2097 2098 n_samples = _num_samples(arrays[0]) ~\Anaconda3\lib\site-packages\sklearn\utils\validation.py in indexable(*iterables) 228 else: 229 result.append(np.array(X)) --> 230 check_consistent_length(*result) 231 return result 232 ~\Anaconda3\lib\site-packages\sklearn\utils\validation.py in check_consistent_length(*arrays) 203 if len(uniques) > 1: 204 raise ValueError("Found input variables with inconsistent numbers of" --> 205 " samples: %r" % [int(l) for l in lengths]) 206 207 ValueError: Found input variables with inconsistent numbers of samples: [5, 6]
Reply


Messages In This Thread
RE: ValueError: Found input variables with inconsistent numbers of samples: [5, 6] - by bongielondy - Nov-07-2019, 04:41 PM

Possibly Related Threads…
Thread Author Replies Views Last Post
  Inconsistent sorting with the .sort_values() function devansing 4 1,608 Jun-28-2022, 06:12 PM
Last Post: deanhystad
  Separating unique, stable, samples using pandas keithpfio 1 1,122 Jun-20-2022, 07:06 PM
Last Post: keithpfio
  ValueError: Found array with 0 samples marcellam 1 5,198 Apr-22-2020, 04:12 PM
Last Post: jefsummers
  ValueError: Found input variables with inconsistent numbers of sample robert2joe 0 4,275 Mar-25-2020, 11:10 AM
Last Post: robert2joe
  ValueError: Found input variables AhmadMWaddah 3 3,754 Mar-03-2020, 10:19 PM
Last Post: AhmadMWaddah
  ValueError: Input contains infinity or a value too large for dtype('float64') Rabah_r 1 12,931 Apr-06-2019, 11:08 AM
Last Post: scidam
  ValueError: could not broadcast input array from shape (75) into shape (25) route2sabya 0 6,503 Mar-14-2019, 01:14 PM
Last Post: route2sabya
  ValueError: Found input variables with inconsistent numbers of samples: [0, 3] ayaz786amd 2 9,629 Nov-27-2018, 07:12 AM
Last Post: ayaz786amd
  pandas: assemble data to have samples sdcompanies 2 3,344 Jan-19-2018, 09:45 PM
Last Post: Larz60+

Forum Jump:

User Panel Messages

Announcements
Announcement #1 8/1/2020
Announcement #2 8/2/2020
Announcement #3 8/6/2020