Web Reference: 47 You need to give both the fit and predict methods 2D arrays. Your x_train and x_test are currently only 1 dimensional. What is suggested by the console should work: Feb 23, 2026 · The “Expected 2D array, got 1D array instead” error most often appears during model fitting, prediction, or data transformation. Each stage has slightly different expectations, but the underlying issue is always array shape. Understanding what scikit-learn expects at each step lets you fix the error quickly and avoid silent data bugs. --- Summary: Explore the common "ValueError: Expected 2D array, got 1D array instead" issue in scikit-learn with Python and learn effective solutions to resolve it. Understand the causes...
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