ValueError: Unknown label type: while implementing MLPClassifier

Question

I have dataframe with columns Year, month, day,hour, minute, second, Daily_KWH. I need to predict Daily KWH using neural netowrk. Please let me know how to go about it

Answer 1

The fit() function expects y to be 1D list. By slicing a Pandas dataframe you always get a 2D object. This means that for your case, you need to convert the 2D object you got from slicing the DataFrame into an actual 1D list, as expected by fit function:

y = list(df['Daily_KWH_System'])