[Resolved] error: ValueError: Expected 2D array, got scalar array instead

Error codes:

new_x = 84610
pre_y = model.predict(new_x)
print(pre_y)

Error results:

ValueError: Expected 2D array, got scalar array instead:
array=84610.
Reshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.

Solutions:

Error value: should be a two-dimensional array, one-dimensional array is obtained:
using array readjust the shape data. If there is a single function or a data array, the shape of the re-adjustment (1,1). If the data contains a single example, re-adjust the shape (1, -1).

solution:

Plus

new_x = np.array(new_x).reshape(1, -1)

The revised Code:

new_x = 84610
new_x = np.array(new_x).reshape(1, -1)
pre_y = model.predict(new_x)
print(pre_y)