Encountering this error while performing a task: Found input variables with inconsistent numbers of samples: [31499, 13500]

#1

Can you please help me with this how to handle this.

#2

Hi,can you please share your code.

#3

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#4

Sounds like the shapes of your labels and predictions are not in alignment. I faced a similar problem while fitting a linear regression model . The problem in my case was, Number of rows in X was not equal to number of rows in y. In most case, x as your feature parameter and y as your predictor. But your feature parameter should not be 1D. So check the shape of x and if it is 1D, then convert it from 1D to 2D.

x.reshape(-1,1)

Also, you likely get problems because you remove rows containing nulls in X_train and y_train independent of each other. y_train probably has few, or no nulls and X_train probably has some. So when you remove a row in X_train and the same row is not removed in y_train it will cause your data to be unsynced and have different lenghts. Instead you should remove nulls before you separate X and y.