ValueError: Error when checking input: expected dense_36_input to have shape (None, 12) but got array with...












0












$begingroup$


create model



model=Sequential()
model.add(Dense(input_dim = 12, units = 10, activation='relu', kernel_initializer='uniform'))
model.add(Dense(units = 8, activation='relu', kernel_initializer='uniform'))
model.add(Dense(units = 1, activation='sigmoid', kernel_initializer='uniform'))

print('Training the model...')


Compile model



model.compile(optimizer='adam', loss='binary_crossentropy', metrics=['accuracy'])


while running the model.fit()



Fit the model



model.fit(X_train,y_train,batch_size=32, epochs=10, verbose=1)


I am getting the Error




ValueError: Error when checking input: expected dense_36_input to have shape (None, 12) but got array with shape (140, 2)










share









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$endgroup$

















    0












    $begingroup$


    create model



    model=Sequential()
    model.add(Dense(input_dim = 12, units = 10, activation='relu', kernel_initializer='uniform'))
    model.add(Dense(units = 8, activation='relu', kernel_initializer='uniform'))
    model.add(Dense(units = 1, activation='sigmoid', kernel_initializer='uniform'))

    print('Training the model...')


    Compile model



    model.compile(optimizer='adam', loss='binary_crossentropy', metrics=['accuracy'])


    while running the model.fit()



    Fit the model



    model.fit(X_train,y_train,batch_size=32, epochs=10, verbose=1)


    I am getting the Error




    ValueError: Error when checking input: expected dense_36_input to have shape (None, 12) but got array with shape (140, 2)










    share









    New contributor




    angel is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
    Check out our Code of Conduct.







    $endgroup$















      0












      0








      0


      1



      $begingroup$


      create model



      model=Sequential()
      model.add(Dense(input_dim = 12, units = 10, activation='relu', kernel_initializer='uniform'))
      model.add(Dense(units = 8, activation='relu', kernel_initializer='uniform'))
      model.add(Dense(units = 1, activation='sigmoid', kernel_initializer='uniform'))

      print('Training the model...')


      Compile model



      model.compile(optimizer='adam', loss='binary_crossentropy', metrics=['accuracy'])


      while running the model.fit()



      Fit the model



      model.fit(X_train,y_train,batch_size=32, epochs=10, verbose=1)


      I am getting the Error




      ValueError: Error when checking input: expected dense_36_input to have shape (None, 12) but got array with shape (140, 2)










      share









      New contributor




      angel is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.







      $endgroup$




      create model



      model=Sequential()
      model.add(Dense(input_dim = 12, units = 10, activation='relu', kernel_initializer='uniform'))
      model.add(Dense(units = 8, activation='relu', kernel_initializer='uniform'))
      model.add(Dense(units = 1, activation='sigmoid', kernel_initializer='uniform'))

      print('Training the model...')


      Compile model



      model.compile(optimizer='adam', loss='binary_crossentropy', metrics=['accuracy'])


      while running the model.fit()



      Fit the model



      model.fit(X_train,y_train,batch_size=32, epochs=10, verbose=1)


      I am getting the Error




      ValueError: Error when checking input: expected dense_36_input to have shape (None, 12) but got array with shape (140, 2)








      machine-learning python neural-network keras





      share









      New contributor




      angel is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.










      share









      New contributor




      angel is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.








      share



      share








      edited 2 mins ago









      Stephen Rauch

      1,52551330




      1,52551330






      New contributor




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      asked 7 mins ago









      angelangel

      1




      1




      New contributor




      angel is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.





      New contributor





      angel is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.






      angel is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
      Check out our Code of Conduct.






















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