Training Set Empty Traceback Adjust Aforementioned Parameters

Hi all and thanx in advance for your swift response with this error!

I have been debugging my code for quite a while and cannot seem to visualize this error!

I checked the Dataset to ensure that the data is there in the folders I created which is 60%Train and 20% Test of 101 files of data and it is there!
Unfortunately I cannot seem to bypass this error nevertheless my efforts!

Can someone guide me with this error and help me to understand the solution so that I can move forward, please? Thanx in advance once more I am grateful!

My Code ERROR: ********************************

Traceback (most recent call last):
File “3dcnn.py”, line 178, in
main()
File “3dcnn.py”, line 157, in main
X_train, X_test, Y_train, Y_test = train_test_split(
File “/Users/mmgp/opt/anaconda3/lib/python3.8/site-packages/sklearn/model_selection/_split.py”, line 2130, in train_test_split
n_train, n_test = _validate_shuffle_split(n_samples, test_size, train_size,
File “/Users/mmgp/opt/anaconda3/lib/python3.8/site-packages/sklearn/model_selection/_split.py”, line 1810, in _validate_shuffle_split
raise ValueError(
ValueError: With n_samples=1, test_size=0.2 and train_size=None, Traceback (most recent call last):
File “3dcnn.py”, line 178, in
main()
File “3dcnn.py”, line 157, in main
X_train, X_test, Y_train, Y_test = train_test_split(
File “/Users/mmgp/opt/anaconda3/lib/python3.8/site-packages/sklearn/model_selection/_split.py”, line 2130, in train_test_split
n_train, n_test = _validate_shuffle_split(n_samples, test_size, train_size,
File “/Users/mmgp/opt/anaconda3/lib/python3.8/site-packages/sklearn/model_selection/_split.py”, line 1810, in _validate_shuffle_split
raise ValueError(
ValueError: With n_samples=1, test_size=0.2 and train_size=None, the resulting train set will be empty. Adjust any of the aforementioned parameters…